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ORCIDSSCI 2019: Xiamen, China
- IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019. IEEE 2019, ISBN 978-1-7281-2485-8
Adaptive Dynamic Programming and Reinforcement Learning (ADPRL)
- Zejian Zhou
, Hao Xu:
Decentralized Adaptive Optimal Tracking Control for Massive Multi-Agent Systems with Input Constraint. 1-8 - Xuhui Qiao, Ziqiang Xu, Yanhong Luo, Yifan Sun, Yuxuan Liu:
Induction Radius-Based Hierarchical Flocking Algorithm for UAVs Clustering. 1-7 - Zejian Zhou, Hao Xu:
Deep Reinforcement Learning Based Intelligent Decision Making for Two-player Sequential Game with Uncertain Irrational Player. 9-15 - Dong Li, Dongbin Zhao, Qichao Zhang:
Reinforcement Learning based Lane Change Decision-Making with Imaginary Sampling. 16-21 - Huimu Wang, Zhiqiang Pu, Jianqiang Yi, Tenghai Qiu, Zhen Liu, Zhaoyang Liu:
Time-sequence Action-Decision and Navigation Through Stage Deep Reinforcement Learning in Complex Dynamic Environments. 22-30 - Tianjiao An, Xiaodong Men, Xinyao Zhang, Yuanchun Li, Bo Dong:
Adaptive Dynamic Programming-based Decentralized Sliding Mode Optimal Control for Modular and Reconfigurable Robots. 31-36 - Zehua Liao, Qinglai Wei, Ruizhuo Song:
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems. 37-42 - Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao:
Simplified Space Based Neural Architecture Search. 43-49 - Xu Cao, Yanghao Lin:
UCT-ADP Progressive Bias Algorithm for Solving Gomoku. 50-56 - Weifan Li, Yuanheng Zhu, Dongbin Zhao:
Multi-Agent Reinforcement Learning Based on Clustering in Two-Player Games. 57-63 - Kesireddy Kesireddy, Wanliang Shan, Hao Xu:
Global Optimal Path Planning for Multi-agent Flocking: A Multi-Objective Optimization Approach with NSGA-III. 64-71 - Yao Zhang, Chaoxu Mu, Qian Zhao, Ke Wang:
Nearly Optimal Consensus Control of Discrete Time Multiagent Systems with Time Delays. 72-77 - Venkata Sai Santosh Ravi Teja Kancharla, Minwoo Lee:
Efficient Practice for Deep Reinforcement Learning. 77-84 - Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan:
Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. 86-93 - Giang Dao, Minwoo Lee:
Relevant Experiences in Replay Buffer. 94-101 - Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass:
Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task. 102-109 - Xudong Sun, Bernd Bischl:
Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning. 110-119 - Giovanny Marquez, Bethany Johnson, Mohammad Jafari, Marcella Gomez:
Online Machine Learning Based Predictor for Biological Systems. 120-125 - Ming Chen, Yuning Chen, Yingwu Chen, Weihua Qi:
Deep Reinforcement Learning for Agile Satellite Scheduling Problem. 126-132 - Sumit Kumar Jha, Sayan Basu Roy, Shubhendu Bhasin:
Filter based Explorized Policy Iteration Algorithm for On-Policy Approximate LQR. 133-140 - Li Song, Dazi Li, Zhi Sun:
Research on Local Path Planning for the Mobile Robot Based on QL-anfis Algorithm. 141-148 - Leo Ghignone, Michael Barlow:
Shallow Network Training With Dynamic Sample Weights Decay - a Potential Function Approximator for Reinforcement Learning. 149-154 - Hui Wang, Michael Emmerich, Mike Preuss, Aske Plaat:
Alternative Loss Functions in AlphaZero-like Self-play. 155-162 - Mohammad Jafari, Marcella Gomez:
Online Machine Learning Based Controller for Coupled Tanks Systems. 163-169 - Qiang Ren, Fei Luo, Weichao Ding, Haifeng Lu:
An Improved NSGAII Algorithm Based on Site-Directed Mutagenesis Method for Multi-Objective Optimization. 176-181 - Howard Schwartz:
An Object Oriented Approach to Fuzzy Actor-Critic Learning for Multi-Agent Differential Games. 183-190 - Tao Huang, Yue Liang, Xiaojun Ban, Jian Zhang, Xianlin Huang:
The Control of Magnetic Levitation System Based on Improved Q-network. 191-197 - Josiah Laivins, Minwoo Lee:
Automatic Composite Action Discovery for Hierarchical Reinforcement Learning. 198-205
Artificial Intelligence Forensic Science and Technology Crime Investigation (AIFSTCI)
- Cheng-Lung Lee, Yuan Fang, Yi-Hsin Huang, Szu-Hao Lee, William Chen-Chung Yeh:
Application of Wearable Devices in Crime Scene Investigation and Virtual Reality. 206-210 - Adriano C. A. da Cruz, Felipe A. Schwab, Ozana M. A. Maia, Rubens A. de Faria, Gustavo B. Borba, Valfredo Pilla:
Characterization of Entomological Micro Traces Images with Deep Neural Networks. 211-218 - Haw-Lih Su, Jeff Cheng-Lung Lee, Mohammad Ibrahim Ahmad Ibrahim, Mohammed Hussain S. A. Alsafran, Saeed Al-Meer:
Database Facilitated Screening with NMR Spectroscopy Analysis for Drug Detection. 219-224
Artificial Life (ALIFE)
- Seiya Yamazaki, Hiroyuki Iizuka, Masahito Yamamoto:
Analysis of Time Series Generated By Long Short-Term Memory Trained with Adversarial Imitation Learning. 225-229 - Hugo Cisneros, Josef Sivic, Tomás Mikolov:
Evolving Structures in Complex Systems. 230-237 - Leo Cazenille, Nicolas Bredèche, Nathanaël Aubert-Kato:
Exploring Self-Assembling Behaviors in a Swarm of Bio-micro-robots using Surrogate-Assisted MAP-Elites. 238-246 - Kristine Heiney, Ola Huse Ramstad, Ioanna Sandvig, Axel Sandvig, Stefano Nichele:
Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches. 247-254 - Yuma Kajihara, Takashi Ikegami, Kenji Doya:
Model-based Empowerment Computation for Dynamical Agents. 255-261 - Claudia Szabo, Joshua Groot, Thomas McAtee, Christo Pyromallis:
Who Did This: Identifying Causes of Emergent Behavior in Complex Systems. 262-270 - Atsushi Masumori, Takashi Ikegami, Lana Sinapayen:
Predictive Coding as Stimulus Avoidance in Spiking Neural Networks. 271-277 - Hyobin Kim, Farnaz Zamani Esfahlani, Samuel Heiserman, Nasim Nezamoddini, Hiroki Sayama:
Instability of Multilayer Networks Induced by Inter-Layer Coupling. 278-283 - Christo Pyromallis, Claudia Szabo:
Modelling and Analysis of Adaptability and Emergent Behavior in a Cryptocurrency Market. 284-292 - Xinxing Duan, Sujia Yin:
Modeling the Population Growth of the Co-cultured Blood Cells Exposed by Microbubble-mediated Ultrasound. 293-298 - Norihiro Maruyama, Daichi Saito, Takashi Ikegami:
Emergence of Superorganisms in a Large Scale Boids Model. 299-305 - Sina Khajehabdollahi, Georg Martius, Anna Levina:
Assessing Aesthetics of Generated Abstract Images Using Correlation Structure. 306-313
Computational Intelligence Applications in Smart Grid (CIASG)
- Can Wang, Thomas Bäck, Holger H. Hoos, Mitra Baratchi, Steffen Limmer, Markus Olhofer:
Automated Machine Learning for Short-term Electric Load Forecasting. 314-321 - Matthew Haslett Leak, Ganesh Kumar Venayagamoorthy, Paranietharan Arunagirinathan:
Optimal Power Flow in Distribution Scheme Using Load Forecast. 322-326 - Xueqing Ni, Dongsheng Yang, Yongheng Pang:
Weak Fault Diagnosis Method Based on SEGAN and KL Divergence for Industrial Equipment. 327-331 - He Jiang, Zhenhua Wang, Haibo He:
An Evolutionary Computation Approach for Smart Grid Cascading Failure Vulnerability Analysis. 332-338 - Komla A. Folly:
A Short Survey on Population-Based Incremental Learning Algorithm. 339-344 - Ndabeni M. Stenane, Komla A. Folly:
PBILApplied to Optimal Directional Overcurrent Relay Coordination: Effect of Learning Rate. 345-351
Computational Intelligence for Astroinformatics (CIAstro)
- Yoshio Taniguchi, Yoshihiko Kubota, Setsuo Tsuruta, Yoshiyuki Mizuno, Takayuki Muranushi, Yuko Hada Muranushi, Yoshitaka Sakurai, Rainer Knauf, Andrea Kutics:
Maintaining Diversity in an SVM integrated Case Based GA for Solar Flare Prediction. 353-360
Computational Intelligence for Brain Computer Interfaces (CIBCI)
- Xue Jiang, Xiao Zhang, Dongrui Wu:
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces. 361-368 - Yifan Xu, Dongrui Wu:
EEG-Based Driver Drowsiness Estimation Using Self-Paced Learning with Label Diversity. 369-375 - Junjie Shen, Xiao Li, Hong Zeng, Aiguo Song:
Single-trial Classification of Fixation-related Potentials in Guided Visual Search Tasks using A Riemannian Network. 375-379 - Huifang Yao, Hong He, Shilong Wang, Zhangping Xie:
EEG-based Emotion Recognition Using Multi-scale Window Deep Forest. 381-386 - Ziyuan Zhou, Yuanpeng Zhang, Yizhang Jiang:
Deep View-Reduction TSK Fuzzy System: A Case Study on Epileptic EEG Signals Detection. 387-392 - Nima Salimi, Michael Barlow, Erandi Lakshika:
Mental Workload Classification Using Short Duration EEG Data: an Ensemble Approach Based on Individual Channels. 393-398 - Minghui Shi, Jianting Liu, Jingkang Lin, Zilong Li, Chang Liu, Tingting Chen, Min Jiang, Fei Chao, Meihong Wu, Enze Wang, Yuan Shi, Tongrui Li:
A Method for SSVEP Recognition Based on Weighted Canonical Correlation Analysis. 399-403 - Jianhua Zhang, Peng Chen, Stefano Nichele, Anis Yazidi:
Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning*. 404-409 - Jianhua Zhang, Jianrong Li, Stefano Nichele:
Instantaneous Mental Workload Classification Using Semi-Supervised Learning*. 410-416
Computational Intelligence in Big Data (CIBD)
- Robert Jungnickel, André Pomp, Andreas Kirmse, Xiang Li, Vladimir Samsonov, Tobias Meisen:
Evaluation and Comparison of Cross-lingual Text Processing Pipelines. 417-425
Computational Intelligence in Biometrics and Identity Management (CIBIM)
- Zuolin Shen, Yuanrong Xu, Guangming Lu:
CNN-based High-Resolution Fingerprint Image Enhancement for Pore Detection and Matching. 426-432 - Yujie Liu, Shuai Mao, Xiang Mei, Tao Yang, Xuran Zhao:
Sensitivity of Adversarial Perturbation in Fast Gradient Sign Method. 433-436 - Dilara Gumusbas, Tulay Yildirim, Mustafa Kocakulak, Nurettin Acir:
Capsule Network for Finger-Vein-based Biometric Identification. 437-441 - Lin Geng, Min Xu, Zeqiang Wei, Xiuzhuang Zhou:
Learning Deep Spatiotemporal Feature for Engagement Recognition of Online Courses. 442-447
Computational Intelligence in Control and Automation (CICA)
- Max Schüssler, Tobias Münker, Oliver Nelles:
Deep Recurrent Neural Networks for Nonlinear System Identification. 448-454 - Tingyu Yan, Jun Wang, Xilong Liu, Qingyi Gu, Mengjuan Chen:
Segmentation of Complex Object Based on A Standardization Coding Method. 455-461 - Jay Hoon Jung, Eunhee Kim, YoungMin Kwon:
Quantitative Model Checking for a Resilient Control System. 462-469 - Hyun Ho Kang, Sang Su Lee, Kwan Soo Kim, Choon Ki Ahn:
Finite Memory Estimation-Based Recurrent Neural Network Learning Algorithm for Accurate Identification of Unknown Nonlinear Systems. 470-475 - Chang-Hun Lee, Min-Jea Tahk:
Autopilot Design for Unmanned Combat Aerial Vehicles (UCAVs) via Learning-based Approach. 476-481 - Canhui Chen, Yihong Ling, Deyang Zhang, Nini Shi, Yunong Zhang:
Noisy Zhang-Dynamics (ZD) Method for Genesio Chaotic (GC) System Synchronization: Elegant Analyses and Unequal-Parameter Extension. 482-487 - Syed Naveed Hussain Shah, Dean Frederick Hougen:
Rethinking Stochasticity in Neural Networks for Reinforcement Learning with Continuous Actions*. 488-496 - Mao Tan, Jicheng Jin, Yongxin Su:
An Ensemble Learning Approach for Short-Term Load Forecasting of Grid-Connected Multi-energy Microgrid. 497-502 - Xianyi Chen, Xiafu Peng, Sun'an Wang:
The Marked-line Recognition Based on Network Topology Diagram Points Clustering. 503-507 - Tingting Su, Xu Liang, Guangping He, Quanliang Zhao, Lei Zhao:
Robust Trajectory Tracking of Delta Parallel Robot Using Sliding Mode Control. 508-512 - Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama:
Red-FLC: an Adaptive Fuzzy Logic Controller with Reduced Learning Parameters. 513-518 - Yunong Zhang, Zhenyu Li, Yihong Ling, Min Yang, Binbin Qiu:
Time-Varying Complex Zhang Matrix (ZM) with Its Pseudoinverse not Solvable Directly by Getz-Masden (GM) Dynamic System. 519-526 - Ayad Al-Mahturi, Fendy Santoso, Matthew A. Garratt, Sreenatha G. Anavatti, Md Meftahul Ferdaus:
Online Takagi-Sugeno Fuzzy Identification of a Quadcopter Using Experimental Input-Output Data. 527-533
Computational Intelligence in Healthcare and E-health (CICARE)
- Marian B. Gorzalczany, Jakub Piekoszewski, Filip Rudzinski:
Uncovering informative genes from colon cancer gene expression data via multi-step clustering based on generalized SOMs with splitting-merging structures. 534-540 - Daria Filatova, Elena Proskurnina, Galina Portnova, Olga Martynova, Alina Tetereva, Vladislav Balaev:
The influence of lesion volume, cortex thickness and lesion localization on chronic post-stroke aphasia severity. 541-549 - Iko Nakari, Akinori Murata, Eiki Kitajima, Hiroyuki Sato, Keiki Takadama:
Sleep Apnea Syndrome Detection based on Biological Vibration Data from Mattress Sensor. 550-556 - Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko:
Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises. 557-562 - Alex Wojaczek, Regina-Veronicka Kalaydina, Mohammed Gasmallah, Myron R. Szewczuk, Farhana H. Zulkernine:
Computer Vision for Detecting and Measuring Multicellular Tumor Shperoids of Prostate Cancer. 563-569 - Tan Jiun Hann, Noor Liza Simon, Asrul Adam:
Systolic and Diastolic Multiclass Classification of PPG Signals using Neural Network with Random Weight. 570-576 - Lie-Quan Liang, Chang-Hong Yu, Xuan Zhou:
The Index System of Mobile Health Application Based on the AHP-Fuzzy Comprehensive Evaluation Method. 577-583 - Jianfeng Li, Xinyu Li, Xiaojun Jing:
Deeply-Fused Human Motion Recognition Network in Radar for In-Home Monitoring. 584-587 - Shreyasi Datta, James C. Bezdek, Marimuthu Palaniswami:
Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors. 588-595 - Julie L. Harvey, Sathish A. P. Kumar:
Machine Learning for Predicting Development of Asthma in Children. 596-603 - Ranjan Jana, Siddhartha Bhattacharyya, Swagatam Das:
Epileptic Seizure Prediction from EEG Signals Using DenseNet. 604-609 - Lei Lu, Ying Tan, Denny Oetomo, Iven Mareels, Erying Zhao, Shi An:
On Model-guided Neural Networks for System Identification. 610-616
Computational Intelligence in Cyber Security (CICS)
- Peilun Wu, Hui Guo:
LuNet: A Deep Neural Network for Network Intrusion Detection. 617-624 - Nitin Naik, Paul Jenkins, Nick Savage, Longzhi Yang, Kshirasagar Naik, Jingping Song:
Augmented YARA Rules Fused With Fuzzy Hashing in Ransomware Triaging. 625-632 - Andreas Grüner, Alexander Mühle, Christoph Meinel:
Using Probabilistic Attribute Aggregation for Increasing Trust in Attribute Assurance. 633-640 - Nitin Naik, Paul Jenkins, Jonathan Gillett, Haralambos Mouratidis, Kshirasagar Naik, Jingping Song:
Lockout-Tagout Ransomware: A Detection Method for Ransomware using Fuzzy Hashing and Clustering. 641-648 - Subash Poudyal, Zahid Akhtar, Dipankar Dasgupta, Kishor Datta Gupta:
Malware Analytics: Review of Data Mining, Machine Learning and Big Data Perspectives. 649-656 - Mohammadreza Ashouri, Christoph Kreitz:
Hybrid Taint Flow Analysis in Scala. 657-663 - Yonghong Huang, Joanna Negrete, Adam Wosotowsky, John Wagener, Eric Peterson, Armando Rodriguez, Celeste Fralick:
Detect Malicious IP Addresses using Cross-Protocol Analysis. 664-672
Computational Intelligence in Dynamic and Uncertain Environments (CIDUE)
- Farhad Pourpanah, Ran Wang, Xizhao Wang, Yuhui Shi, Danial Yazdani:
mBSO: A Multi-Population Brain Storm Optimization for Multimodal Dynamic Optimization Problems. 673-679 - Lukás Adam, Xin Yao:
A Simple Yet Effective Approach to Robust Optimization Over Time. 680-688 - Jialin Liu, Olivier Teytaud:
A Simple Yet Effective Resampling Rule in Noisy Evolutionary Optimization. 689-696 - Jialin Liu, Olivier Teytaud:
Efficient Decision Making under Uncertainty in a Power System Investment Problem. 697-704 - James Gillespie, Iñaki Rañó, Nazmul H. Siddique, José Santos, Mehdi Khamassi:
Using Reinforcement Learning to Attenuate for Stochasticity in Robot Navigation Controllers. 705-713 - Julie L. Harvey, Sathish A. P. Kumar, Shaowu Bao:
Machine Learning-Based Models for Assessing Impacts Before, During and After Hurricane Florence. 714-721 - Xin Lin, Wenjian Luo, Yingying Qiao, Peilan Xu, Tao Zhu:
Empirical Study of Population-Based Dynamic Constrained Multimodal Optimization Algorithms. 722-730 - Stefan Menzel, Timo Friedrich:
Addressing Complex Engineering Systems: The Value Of Evolvability. 731-739
Computational Intelligence and Ensemble Learning (CIEL)
- Peiyuan Zhu, Cailian Chen, Jianping He, Shanying Zhu:
Robust Estimator based Adaptive Multi-Task Learning. 740-747 - Jianheng Liang, Dong Huang:
Laplacian-Weighted Random Forest for High-Dimensional Data Classification. 748-753 - Jin Tian, Xinye Liu, Minqiang Li:
An Incremental Learning Ensemble Method for Imbalanced Credit Scoring. 754-759
Computational Intelligence for Engineering Solutions (CIES)
- Luis P. Silvestrin, Mark Hoogendoorn, Ger Koole:
A Comparative Study of State-of-the-Art Machine Learning Algorithms for Predictive Maintenance. 760-767 - Lars Bogaerts, Matthias G. R. Faes, David Moens:
A fast inverse approach for the quantification of set-theoretical uncertainty. 768-775 - Longxue He, Michael Beer, Matteo Broggi, Pengfei Wei, António Topa Gomes:
Sensitivity analysis of prior beliefs in advanced Bayesian networks. 776-783 - Marco Behrendt, Liam A. Comerford, Michael Beer:
Development of a Relaxed Stationary Power Spectrum using Imprecise Probabilities with Application to High-rise Buildings. 784-790 - Thiago Rios, Bernhard Sendhoff, Stefan Menzel, Thomas Bäck, Bas van Stein:
On the Efficiency of a Point Cloud Autoencoder as a Geometric Representation for Shape Optimization. 791-798 - Vladimir Samsonov, Johannes Lipp, Philipp Noodt, Alexia Fenollar Solvay, Tobias Meisen:
More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing. 799-807 - Naoya Otaka, Yoshikazu Fukuyama, Yu Kawamura, Kenya Murakami, Adamo Santana, Tatsuya Iizaka, Tetsuro Matsui:
Refrigerated Showcase Fault Detection by a Correntropy Based Artificial Neural Network Using Modified Brain Storm Optimization. 808-814 - Oscar Galindo, Christian Ayub, Martine Ceberio, Vladik Kreinovich:
Faster Quantum Alternative to Softmax Selection in Deep Learning and Deep Reinforcement Learning. 815-818 - Sibghat Ullah, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck:
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization. 819-828 - Vladik Kreinovich, Martine Ceberio, Ricardo Alvarez:
How to Use Quantum Computing to Check Which Inputs Are Relevant: A Proof That Deutsch-Jozsa Algorithm Is, In Effect, the Only Possibility. 829-833 - Bolette Dybkjær Hansen, David Getreuer Jensen, Søren Højmark Rasmussen, Jamshid Tamouk, Mads Uggerby, Thomas Baltzer Moeslund:
General Sewer Deterioration Model Using Random Forest. 834-841 - Daniel Machanje, Joseph Onderi Orero, Christophe Marsala:
Distress Recognition from Speech Analysis: A Pairwise Association Rules-Based Approach. 842-849 - Simone Spolaor, Caro Fuchs, Uzay Kaymak, Marco S. Nobile:
A Novel Multi-objective Approach to Fuzzy Clustering. 850-857 - Sneha Saha, Thiago Rios, Leandro L. Minku, Xin Yao, Zhao Xu, Bernhard Sendhoff, Stefan Menzel:
Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior. 858-866 - Hirochika Yamashiro, Hirofumi Nonaka, Elisa Claire Alemán Carreón:
Development of an Unsupervised Learning Methods for Classification of Accident Reports without Code Information. 867-873 - Jianming Zhang, Xifan Yao, Min Liu, Yan Wang:
A Bayesian Discrete Optimization Algorithm for Permutation Based Combinatorial Problems. 874-881 - Edgar Daniel Rodriguez Velasquez, Carlos M. Chang Albitres, Vladik Kreinovich:
Relationship between Measurement Results and Expert Estimates of Cumulative Quantities, on the Example of Pavement Roughness. 882-885 - Yong Fu, Lan Huang, Sujie Li, Fook Hou Lee:
Some Possible Trajectory Planning Methodologies for an Articulated Deep Soil Mixing Equipment with Limited Degrees-of-Freedom. 886-892 - Shuangshuang Xu, Yang Xin, Hongliang Zhu, Shoushan Luo, Yuling Chen:
A Authentication and Access Authorization Mechanism on the PaaS Platform. 893-900
Computational Intelligence in Geospatial Big Data Processing (CIGBD)
- Taninnuch Lamjiak, Rungnapa Kaewthongrach, Jumpol Polvichai, Booncharoen Sirinaovakul, Amnat Chidthaisong:
Leaf Characteristic Patterns Clustering Based on Self-Organizing Map. 901-908
Computational Intelligence for Human-like Intelligence (CIHLI)
- Janusz A. Starzyk, Rafal Niemiec, Adrian Horzyk:
Feature Significance in Wide Neural Networks. 909-916 - Dawid Polap, Marcin Wozniak:
Acceleration of data handling in neural networks by using cascade classification model. 917-923 - Kuei Gu Tung, Sheng Wen Wang, Wen-Kai Tai, Der-Lor Way, Chin-Chen Chang:
Toward Human-like Billiard AI Bot Based on Backward Induction and Machine Learning. 924-932 - Adrian Horzyk, Janusz A. Starzyk:
Associative Data Model in Search for Nearest Neighbors and Similar Patterns. 933-940 - Guokun Chi, Min Jiang, Xing Gao, Weizhen Hu, Shihui Guo, Kay Chen Tan:
Online Bagging for Anytime Transfer Learning. 941-947 - Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet:
Machine Education: Designing semantically ordered and ontologically guided modular neural networks. 948-955 - Wei Wei, Zhengwei Lou:
Design and Implementation of Hotel Room Management System. 956-961 - Kentarou Kurashige, Setsuo Tsuruta, Eriko Sakurai, Yoshitaka Sakurai, Rainer Knauf, Ernesto Damiani, Andrea Kutics:
Robotized Counselor Evaluation using Linguistic Detection of Feeling Polarity Change. 962-967 - Ben Goertzel:
Maximal Algorithmic Caliber and Algorithmic Causal Network Inference: General Principles of Real-World General Intelligenceƒ. 968-973 - Wei Wei, Liu Wei:
Design and Implementation of Early Childhood Education Interactive Platform System. 974-979
Computational Intelligence in Information Processing and Information Systems (CIIPIS)
- Chengcheng Meng, Zhouhua Peng, Dan Wang, Lu Liu, Haoliang Wang, Yibo Zhang:
Neural-Network-based Finite-Set Model Predictive Control of an Autonomous Surface Vehicle Powered by an Electrical Motor. 980-985 - Masoud Daghyani, Nuha Zamzami, Nizar Bouguila:
Efficient Computation of Log-likelihood Function in Clustering Overdispersed Count Data Using Multinomial Beta-Liouville Distribution. 986-993 - Xinghan Xu, Minoru Yoneda:
WRF Model Based Quantized Kernel Adaptive Filter for PM2.5 Concentration Online Prediction. 994-1001 - Liyu Lin, Shuanqiang Yang:
Weighted Two-dimensional Otsu Threshold Approached for Image Segmentation. 1002-1006 - Na Liu, Han Zhang, Sitian Qin:
A Neural Network for Constrained Fuzzy Convex Optimization Problems. 1007-1012 - Meng Zhang, Jianhui Xi, Yan Ren:
Finite-time Combinational Inner and Outer Synchronization of Multi-networks Based on Sliding Mode Control. 1013-1021 - Danchen Zheng, Daqi Feng, Degang Wang:
Triplet-Based Regularized Diffusion Process for Improving Visual Retrieval. 1022-1029 - Shumpei Matsuoka, Yao Jiang, Akira Sasou:
Generation of Artificial FO-contours of Emotional Speech with Generative Adversarial Networks. 1030-1034 - Yuhang Chen, Bing Han:
Prediction of Bearing Degradation Trend based on LSTM. 1035-1040 - Chuang Liu, Wanghui Shen, Yingkui Du, Jiahao Lei, Ao Li:
Membrane System-based Optimization Algorithm for Numeric Optimization Problem. 1041-1047 - Sheng-lin Li, Bo Song, Kaiwen Luo:
NLOS mitigation for UWB localization based on machine learning fusion method. 1048-1055 - Jiahe Niu, Chongdang Liu, Linxuan Zhang, Yuan Liao:
Remaining Useful Life Prediction of Machining Tools by 1D-CNN LSTM Network. 1056-1063 - Jianhui Xi, Tang Li:
Image Denoising Method Based on Improved Wavelet Threshold Transform. 1064-1067 - Sheng-lin Li, Chen Chen, Kaiwen Luo, Bo Song:
Review of Deep Web Data Extraction. 1068-1070
Computational Intelligence for Multimedia Signal and Vision Processing (CIMSIVP)
- Wanyi Li, Jia Sun, Yongkang Luo, Peng Wang:
6D Object Pose Estimation using Few-Shot Instance Segmentation and 3D Matching. 1071-1077 - Mingyang Zhong, Brijesh K. Verma, Joseph Affirm:
Point Cloud Classification for Detecting Roadside Safety Attributes and Distances. 1078-1084 - Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Color Constancy Convolutional Autoencoder. 1085-1090
Computational Intelligence in Production and Logistics Systems (CIPLS)/Computational Intelligence in Process Control (CIPC)
- Yunxiang Zhang, Xiaojun Zhou, Chunhua Yang:
Data-Driven Based State Transition Algorithm for Dynamic Optimization. 1091-1096 - Peng Cai, Chaojie Li:
An Intelligent Faulted Line Diagnosis Method in Multi-terminal Power Networks via IEDs. 1097-1102 - Jin Luo, Zhaohui Tang, Hu Zhang, Ying Fan:
A New Flotation Froth Texture Feature Extraction Method Based on PCA. 1103-1107 - Chun Jiang, Qinqin Fan:
State Parameter Prediction of Fire Based on Extreme Learning Machine. 1108-1114 - Ying Fan, Zhaohui Tang, Guoyong Zhang, Jin Luo:
Abnormally detection based on feature similarity measure of image time series in zinc flotation. 1115-1118 - Qinqin Fan, Bin Cao:
A Zoning Search Strategy for Differential Evolution Variants. 1119-1126
Computational Intelligence in Robotics Rehabilitation and Assistive Technologies (CIR2AT)
- Binquan Zhang, Sun'an Wang, Hanqi Zhu:
A User-Adaptive Online Learning Approach of Real-Time Gait Phase Detection for Walking Assistance. 1127-1132 - Chen Wang, Liang Peng, Zeng-Guang Hou, Weiqun Wang, Tingting Su:
A Novel Assist-As-Needed Controller Based on Fuzzy-Logic Inference and Human Impedance Identification for Upper-Limb Rehabilitation. 1133-1139 - Xu Liang, Zeng-Guang Hou, Shixin Ren, Weiguo Shi, Weiqun Wang, Jiaxing Wang, Tingting Su:
Damping Control Based Speed Adjustment Strategy for a Lower Limb Rehabilitation Robot. 1140-1145 - Erica L. Waters, Eric Wade:
Self-Efficacy and Kinematics: Establishing a Relationship between Kinematics and Task Challenge of a Goal Directed Reaching Task in Unimpaired Adults. 1146-1153
Computational Intelligence in Remote Sensing (CIRS)
- Xiaoxiao Du, Alina Zare, Derek T. Anderson:
Multiple Instance Choquet Integral with Binary Fuzzy Measures for Remote Sensing Classifier Fusion with Imprecise Labels. 1154-1162 - C. S. Arvind, R. Jyothi, K. Mahalakshmi, C. K. Vaishnavi, U. Apoorva:
Vision Based Driver Assistance for Near Range Obstacle Sensing under Unstructured Traffic Environment. 1163-1170
Computational Intelligence in Scheduling and Network Design (CISND)
- Sha Wang, John H. Drake, Jamie Fairbrother, John R. Woodward:
A Constructive Heuristic Approach for Single Airport Slot Allocation Problems. 1171-1178
Computational Intelligence in Vehicles and Transportation Systems (CIVTS)
- Zhechen Wang, Yongquan Xie, Yi Lu Murphey:
User-Specific Music recommendation Applied to Information and Computation Resource Constrained System. 1179-1184 - Yuxuan Zhang, Yuanxiang Li, Lei Jia, Xian Wei, Yi Lu Murphey:
Sequential Information Bottleneck Network for RUL Prediction. 1185-1193 - Zhongze Zhang, Yi Wan:
Improving the Accuracy of License Plate Detection and Recognition in General Unconstrained Scenarios. 1194-1199 - Viktor Kress, Stefan Zernetsch, Konrad Doll, Bernhard Sick:
Pose Based Trajectory Forecast of Vulnerable Road Users. 1200-1207 - Fan Wang, Jianqi Shi, Xuan Tang, Jielong Guo, Peidong Liang, Yuanzhi Feng:
CNN-based Super-resolution Reconstruction for Traffic Sign Detection. 1208-1213 - Chao Li, Xian Wei, Hui Yu, Jielong Guo, Xuan Tang, Yuxuan Zhang:
An Enhanced SqueezeNet Based Network for Real-Time Road-Object Segmentation. 1214-1218 - Raghu Changalvala, Hafiz Malik:
LiDAR Data Integrity Verification for Autonomous Vehicle Using 3D Data Hiding. 1219-1225 - Lin Teng, Jingning Tian, Takashi Izumi:
A Proposal of Dynamic Route Search Method to Consider the Individual Driver Preferences. 1226-1232 - Iwo Doboszewski, Simon Fossier, Christophe Marsala:
Data Driven Detection of Railway Point Machines Failures. 1233-1240 - Ying Ying Liu, Fatemeh Enayatollahi, Parimala Thulasiraman:
Traffic Aware Many-Objective Dynamic Route Planning. 1241-1248
Distributed Estimation, Control and Optimization (DECO)
- Zhen Li, Wenqing Wang, Yongqing Fan, Wenle Zhang:
Stationary bipartite consensus of second-order multi-agent systems: an impulsive approach. 1249-1254 - Qing Liu, Jin-E Zhang:
Evolution Properties of Complex-Valued Memristive Differential-Algebraic Neural Networks. 1255-1262 - Huan Liu, Jin-E Zhang:
Stabilization of Uncertain Stochastic Nonlinear Delay Systems Subject to Event-Triggered Mechanism. 1263-1270 - Fei Li, Tian-jun Li, Shuning Zhang:
R2 Indicator and Objective Space Partition Based Evolutionary Algorithm for Many-objective Optimization. 1271-1278 - Hangui Zhu, Zhen Li, Wenle Zhang, Qianru Zhang:
Formation control of multi-agent systems via event-triggered approach under independent position and velocity topologies. 1279-1284 - Tushar Garg, Sayan Basu Roy:
Collaborative System Identification via Consensus-Based novel PI-like Parameter Estimator. 1285-1291 - Katsuki Shimada, Tsuyoshi Migita, Norikazu Takahashi:
An Infinity Norm-Based Pseudo-Decentralized Discrete-Time Algorithm for Computing Algebraic Connectivity. 1292-1298 - Jinhui Hu, Yifan Zhu, Huaqing Li, Zheng Wang:
Accelerated Distributed Optimization over Directed Graphs with Row and Column-Stochastic Matrices. 1299-1305 - Lihua Tan, Xin Wang, Junjian Huang:
Stability Analysis of Fuzzy Sampled Data System. 1306-1309 - Miao Yu, Jianchang Liu, Honghai Wang:
Recursive Subspace identification for time-varying continuous-time stochastic systems via distribution theory. 1310-1313 - Shuying Li, Xuan Diwu, Yiran Li:
The Modeling and Prediction of Strapdown Inertial Measurement Unit based on Support Vector Regression and Particle Swarm Optimization. 1314-1318 - Zili Xiang, Keke Huang, Wenfeng Deng, Chunhua Yang:
Blind Topology Identification for Smart Grid Based on Dictionary Learning. 1319-1326 - Mingyue Li, Yulian Jiang:
Relative output feedback based distributed tracking for leader-following MASs. 1327-1331 - Yohei Domen, Tsuyoshi Migita, Norikazu Takahashi:
A Distributed HALS Algorithm for Euclidean Distance-Based Nonnegative Matrix Factorization. 1332-1337
Deep Learning (DL)
- Jenni Raitoharju, Kristian Meissner:
On Confidences and Their Use in (Semi-)Automatic Multi-Image Taxa Identification. 1338-1343 - Xudong Sun, Alexej Gossmann, Yu Wang, Bernd Bischl:
Variational Resampling Based Assessment of Deep Neural Networks under Distribution Shift. 1344-1353 - Antonio Carta, Davide Bacciu:
Sequential Sentence Embeddings for Semantic Similarity. 1354-1361 - Lei Zhao, Peng Qiao, Yong Dou:
Aircraft Segmentation Based On Deep Learning framework : from extreme points to remote sensing image segmentation. 1362-1366 - Thiago Rios, Patricia Wollstadt, Bas van Stein, Thomas Bäck, Zhao Xu, Bernhard Sendhoff, Stefan Menzel:
Scalability of Learning Tasks on 3D CAE Models Using Point Cloud Autoencoders. 1367-1374 - Timo Friedrich, Stefan Menzel:
Standardization of Gram Matrix for Improved 3D Neural Style Transfer. 1375-1382 - Vatsalya Chaubey, Maya S. Nair, G. N. Pillai:
Gene Expression Prediction Using a Deep 1D Convolution Neural Network. 1383-1389 - Jia Guo, Zengguang Hou, Xiaoliang Xie, Shuncai Yao, Qiaoli Wang, Xuechen Jin:
Faster R-CNN Based Indoor Flame Detection for Firefighting Robot. 1390-1395 - Yun Zhao, Girija Chetty, Dat Tran:
Deep Learning with XGBoost for Real Estate Appraisal. 1396-1401
Domestic Robotics (DR)
- Dario Ortega Anderez, Luis Pedro Dos Santos, Ahmad Lotfi, Salisu Wada Yahaya:
Accelerometer-based Hand Gesture Recognition for Human-Robot Interaction. 1402-1406 - Yotaro Fuse, Masataka Tokumaru:
An Investigation of Social Influence of Group Norms on Human in Human-Robot Groups. 1407-1414 - Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, Pedro Machado, Naoyuki Kubota:
Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities. 1415-1421 - Leszek Pecyna, Angelo Cangelosi, Alessandro G. Di Nuovo:
A Deep Neural Network for Finger Counting and Numerosity Estimation. 1422-1429 - Kenya Umetsu, Naoyuki Kubota, Jinseok Woo:
Effects of the Audience Robot on Robot Interactive Theater Considering the State of Audiences. 1430-1434 - Qing Lin, Xiaofeng Liu, Zhihao Zhang:
Mobile Robot Self-LocalizationUsing Visual Odometry Based on Ceiling Vision. 1435-1439 - Kouhei Yamamoto, Shuai Shao, Naoyuki Kubota:
Heart Rate Measurement Using Air Pressure Sensor for Elderly Caring System. 1440-1444 - Junpei Zhong, Ting Han, Ahmad Lotfi, Angelo Cangelosi, Xiaofeng Liu:
Bridging the Gap between Robotic Applications and Computational Intelligence in Domestic Robotics. 1445-1452 - Huili Cai, Xiaofeng Liu, Angelo Cangelosi:
Security of Cloud Intelligent Robot Based on RSA Algorithm and Digital Signature. 1453-1456
Evolving and Autonomous Learning Systems (EALS)
- Dean Frederick Hougen, Syed Naveed Hussain Shah:
The Evolution of Reinforcement Learning *. 1457-1464 - Alexander Furman, Danielle Nagar, Geoff Nitschke:
Automating Collective Robotic System Design. 1465-1472 - Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, Matthew A. Garratt:
Evolving General Regression Neural Networks for Learning from Noisy Datasets. 1473-1478
Explainable Data Analytics in Computational Intelligence (EDACI)
- Shufang Zhang, He Huang, Ziyang Han:
A Levenberg-Marquardt Algorithm Based Incremental Scheme for Complex-Valued Neural Networks. 1479-1485 - Shengkun Xie, Anna T. Lawniczak, Junlin Hao, Chong Gan:
Improving Data Explainability in Analysis of Designed Computer Simulation Experiments. 1486-1493 - Yichen Pan, Yicong Zhou, Weifeng Liu, Liqiang Nie:
Principal Component Analysis on Graph-Hessian. 1494-1501 - Lu Lu, Tingting Pan, Junhong Zhao, Jie Yang:
Interpretability for Neural Networks from the Perspective of Probability Density. 1502-1507 - Jay Hoon Jung, Yousun Shin, YoungMin Kwon:
A Metric to Measure Contribution of Nodes in Neural Networks. 1508-1515 - Xiaoling Gong, Ziheng Rong, Tao Gao, Yifei Pu, Jian Wang:
An Improved Ant Colony Optimization Algorithm Based on Fractional Order Memory for Traveling Salesman Problems. 1516-1522 - Catherine McHugh, Sonya Coleman, Dermot Kerr, Daniel McGlynn:
Forecasting Day-ahead Electricity Prices with A SARIMAX Model. 1523-1529 - Zhongying Dong, He Huang:
A Structural Optimization Algorithm for Complex-Valued Neural Networks. 1530-1535 - Daoliang He, Yanjiang Wang, Mingyue Gao, Xinjing Song, Linxia Xiao:
Visual Image Classification Based on Auto-Associative Memory. 1536-1540 - Linxia Xiao, Yanjiang Wang:
A Memory Model for Visual Image Classification Based on Residual Neural Network and Bayesian Decision. 1541-1545 - Fu Wei, Yanjiang Wang, Yue Yuan, Xue Chen, Yonggang Zhang:
Kernel-based Slice-timing Correction for fMRI data Analysis. 1546-1550 - Yi Yang, Jianbing Zhu, Zhiyong Zhou, Yakang Dai, Xusheng Qian:
An Effective Radiomics Model for Noninvasive Discrimination of Fat-poor Angiomyolipoma from Clear Cell Renal Cell Carcinoma. 1551-1558 - Chun Hua, Wu Wei:
A Particle Swarm Optimization K-Means Algorithm for Mongolian Elements Clustering. 1559-1564 - Yuchi Liu, Yujuan Qi, Yanjiang Wang:
Object Tracking Based on Deep CNN Features Together with Color Features and Sparse Representation. 1565-1568 - Yongqing Li, Jun Wang, Hui Li, Peng Ren:
Two Objective Matching Pursuit for Seismic Data Decomposition. 1569-1573 - Lingrui Mei, Xuming Ran, Jin Hu:
Weakly Supervised Attention Inference Generative Adversarial Network for Text-to-Image. 1574-1578 - Shuaiwei Zhang, Jiayue Ju, Suyi Jiao, Changwon Lim, Kinga Molnar, Jian Zhang, Hongran Li, Jing Sun, Heng Zhang:
Optimizing Time-series Prediction on China's Green Trade Economy. 1579-1584 - Yue Yuan, Yanjiang Wang, Xue Chen, Fu Wei:
Inferring Human Brain Structural Connectivity Based on Neural Networks. 1585-1589
Evolutionary Scheduling and Combinatorial Optimisation (ESCO)
- Jialin Liu, Xin Yao:
Self-adaptive Decomposition and Incremental Hyperparameter Tuning Across Multiple Problems. 1590-1597 - Deepak Karunakaran, Yi Mei, Mengjie Zhang:
Multitasking Genetic Programming for Stochastic Team Orienteering Problem with Time Windows. 1598-1605 - Shaolin Wang, Yi Mei, John Park, Mengjie Zhang:
A Two-Stage Genetic Programming Hyper-Heuristic for Uncertain Capacitated Arc Routing Problem. 1606-1613 - Zhixing Huang, Chengyu Lu, Jinghui Zhong:
A Multi-Objective Hyper-Heuristic for Unmanned Aerial Vehicle Data Collection in Wireless Sensor Networks. 1614-1621 - Weihua Qi, Yonghao Du, Lining Xing, Yuning Chen:
Multi-Objective Optimization Modeling and Solution of Multi-Satellite TT&lC Scheduling Problem. 1622-1627 - Shaolin Wang, Yi Mei, John Park, Mengjie Zhang:
Evolving Ensembles of Routing Policies using Genetic Programming for Uncertain Capacitated Arc Routing Problem. 1628-1635 - Amjad A. Alsuwaylimi, Jonathan E. Fieldsend:
A New Initialisation Method for Examination Timetabling Heuristics. 1636-1643 - Jiaming Chen, Xiao-Lu Liu, Yuning Chen, Yingwu Chen, Benjie Pi, Peng Sun:
Geostationary Orbit Agile Satellite Mission Planning for Frequent Revisiting of Point Targets. 1644-1651 - Siddhartha Shakya, Beum-Seuk Lee, Gilbert Owusu:
Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms. 1652-1659 - Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou:
Parallel Ant Colony Optimization for the Electric Vehicle Routing Problem. 1660-1667 - Changwu Huang, Yuanxiang Li, Xin Yao:
Adaptive-SAHiD Algorithm for Capacitated Arc Routing Problems. 1668-1675 - Jiaxin Fan, Damla Kizilay, Hande Öztop, Mehmet Fatih Tasgetiren, Liang Gao:
A Variable Block Insertion Heuristic for Single Machine with Release Dates and Sequence Dependent Setup Times for Makespan Minimization. 1676-1683 - Liangshan Shen, Mehmet Fatih Tasgetiren, Hande Öztop, Levent Kandiller, Liang Gao:
A General Variable Neighborhood Search for the NoIdle Flowshop Scheduling Problem with Makespan Criterion. 1684-1691 - Sávio Menezes Sampaio, Altino Dantas, Celso G. Camilo-Junior:
Routing Sales Territory by Solving a TSP Variant with Genetic Algorithm in a Multi-constraint and Complicated Real-world Application. 1692-1699 - Zhongxiang Chang, Yuning Chen, Wenyuan Yang, Zhongbao Zhou:
Analysis of Mission Planning Problem for Video Satellite Imaging with Variable Imaging Duration. 1700-1707 - Fernando Garza-Santisteban, Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Santiago Enrique Conant-Pablos, Hugo Terashima-Marín:
Influence of Instance Size on Selection Hyper-Heuristics for Job Shop Scheduling Problems. 1708-1715 - Wenhua Li, Tao Zhang, Rui Wang, Bo Wang, Yuanming Song, Xunjia Li:
A Knee-Point Driven Multi-objective Evolutionary Algorithm for Flexible Job Shop Scheduling. 1716-1722
Smart Applications in Energy, Transportation, Environment and Water (ETEW)
- Raka Jovanovic, Sahel Ashhab:
A GRASP approach for Symbolic Regression. 1723-1728 - Manar Amayri, Stéphane Ploix, Fatma Najar, Nizar Bouguila, Frédéric Wurtz:
A Statistical Process Control Chart Approach for Occupancy Estimation in Smart Buildings. 1729-1734 - Xinghan Xu, Minoru Yoneda:
Assessment of Atmospheric Impact of Environmental Governance Policies in Central China. 1735-1742 - Lei Su, Yixuan Yang, Haobo Xing, Bengang Wei, Ping Ling, Wenlian Lu:
On Machine Learning Apporaches towards Dissolved Gases Analyses of Power Transformer Oil Chromatography. 1743-1750 - Xiaojie Zhai, Xiukun Wei, Jihong Yang:
A Comparative Study on the Data-driven Based Prognostic Approaches for RUL of Rolling Bearings. 1751-1755 - Yongguang Li, Dehua Wei, Xiukun Wei, Kuan Wu, Yong Liang, Xing Shen:
Defects Detection of Catenary Suspension Device Based on Image Processing and CNN. 1756-1761
Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition (FASLIP)
- Juhini Desai, Bach Hoai Nguyen, Bing Xue:
Multi-Label Feature Selection Using Particle Swarm Optimization: Novel Local Search Mechanisms. 1762-1769 - Wenbin Pei, Bing Xue, Mengjie Zhang, Lin Shang:
A Cost-sensitive Genetic Programming Approach for High-dimensional Unbalanced Classification. 1770-1777 - Jia Liu, Yaochu Jin:
Evolving Hyperparameters for Training Deep Neural Networks against Adversarial Attacks. 1778-1785 - Yiming Li, Aiqing He, Chengyan Wang, Lin Shang:
RAN-PSO: Random Apollonian Network embedded Partical Swarm Optimization Method. 1786-1792 - Ryoya Osawa, Shinya Watanabe, Tomoyuki Hiroyasu, Satoru Hiwa:
Performance Study of Double-Niched Evolutionary Algorithm on Multi-objective Knapsack Problems. 1793-1801 - Eirik Baug, Pauline C. Haddow, Andreas Norstein:
MAIM: A Novel Hybrid Bio-inspired Algorithm for Classification. 1802-1809 - Zhiwei Liu, Yuanlong Yu, Zhenzhen Sun:
A Hidden Feature Selection Method based on l2, 0-Norm Regularization for Training Single-hidden-layer Neural Networks. 1810-1817 - Jiping Lin, Junhao Kang, Yu Zhou:
MI-ABPSO: an Ameliorated Binary PSO for Feature Selection of Biomedical Data. 1818-1825
Foundations of Computational Intelligence (FOCI)
- Weiyu Chen, Hisao Ishibuchi, Ke Shang:
Effects of Discretization of Decision and Objective Spaces on the Performance of Evolutionary Multi-objective Optimization Algorithms. 1826-1833 - Linjun He, Yang Nan, Ke Shang, Hisao Ishibuchi:
A Study of the Naïve Objective Space Normalization Method in MOEA/D. 1834-1840 - Weiduo Liao, Ke Shang, Lie Meng Pang, Hisao Ishibuchi:
Weak Convergence Detection-based Dynamic Reference Point Specification in SMS-EMOA. 1841-1848 - Hao Tong, Shuyi Zhang, Changwu Huang, Xin Yao:
Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms. 1849-1856 - Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima:
Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems. 1857-1864 - Yiming Peng, Hisao Ishibuchi, Ke Shang:
Multi-modal Multi-objective Optimization: Problem Analysis and Case Studies. 1865-1872 - Kommalapati Sahil, Arya K. Bhattacharya:
Accurate Replication of Simulations of Governing Equations of Processes in Industry 4.0 Environments with ANNs for Enhanced Monitoring and Control. 1873-1880 - Mengjun Ming, Rui Wang, Tao Zhang, Hisao Ishibuchi:
A dual-grid dual-phase strategy for constrained multi-objective optimization. 1881-1888 - Lie Meng Pang, Hisao Ishibuchi, Ke Shang:
Offline Automatic Parameter Tuning of MOEA/D Using Genetic Algorithm. 1889-1897 - Ryan Dieter Lang, Andries P. Engelbrecht:
On the Robustness of Random Walks for Fitness Landscape Analysis. 1898-1906
Immune Computation (IComputation)
- Wenjian Luo, Yingying Qiao, Xin Lin, Peilan Xu, Mike Preuss:
Many-Modal Optimization by Difficulty-Based Cooperative Co-evolution. 1907-1914 - Man Yu, Dongdong Zhao, Dian Zhou, Linjun Ran, Jianwen Xiang, Zhongjin Liu, Yanzhen Xing:
Vulnerability Detection in Firmware Based on Clonal Selection Algorithm. 1915-1921 - Wenhong Wei, Shuo Chen, Qiuzhen Lin, Junkai Ji, Jianyong Chen:
Feature Selection Using an Improved Multi-objective Immune Algorithm for Intrusion Detection. 1922-1927 - Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo:
An Immune Metaheuristics for Large Instances of the Weighted Feedback Vertex Set Problem. 1928-1936 - Yuko Sakanaka, Nathanaël Aubert-Kato:
Surrogate-Assisted Optimization of the Opt-IA Artificial Immune System Algorithm. 1937-1944 - Dongdong Zhao, Xiaoyi Hu, Shengwu Xiong, Jing Tian, Jianwen Xiang, Jing Zhou, Huanhuan Li:
A Fine-grained Privacy-preserving k-means Clustering Algorithm Upon Negative Databases. 1945-1951
Intelligent and Robotic Agents (IA)
- Hangil Kang, Hoyoung Kim, Young Min Kwon:
RECEN: Resilient MANET Based Centralized Multi Robot System Using Mobile Agent System. 1952-1958 - Steven Aaron Roberts, Dean Frederick Hougen:
Information and Resource Sharing in Reinforcement Learning Agents Subject to Risk. 1959-1966 - Meng Zhao, Hui Lu:
Robot Path Planning Based on Freeman Direction Chain Code. 1967-1973 - Gongjin Lan, Jiunhan Chen, A. E. Eiben:
Simulated and Real-World Evolution of Predator Robots. 1974-1981
Multi-agent System Coordination and Optimization (MASCO)
- Chengxin Xian, Yu Zhao:
Distributed Average Tracking with Event-Triggered Algorithms of Multi-Agent Systems. 1982-1987 - Xiao Fang, Guanghui Wen, Kaijie Zhang, Maojiao Ye:
Distributed Discrete-time Nash Equilibrium Seeking with Markovian Switching Topologies. 1988-1993 - Yifan Hu, Han Yu, Yang Zhong, Yuezu Lv:
Distributed Collision-Avoidance Formation Control: A Velocity Obstacle-Based Approach. 1994-2000 - Yaqi Wang, Jianquan Lu:
Scaled bipartite consensus of cooperative-antagonistic multi-agent systems via joint-holonomic hybrid distributed protocol. 2001-2005 - Zhaohui Liu, Yuezu Lv, Jialing Zhou:
Cooperative Guidance Law Design on Simultaneous Attack for Multiple Missiles under Time-Delayed Communication Topologies. 2006-2011 - Jorge Peña Queralta, Tuan Nguyen Gia, Hannu Tenhunen, Tomi Westerlund, Qingqing Li, Zhuo Zou:
Distributed Progressive Formation Control with One-Way Communication for Multi-Agent Systems. 2012-2019 - Jing Liu, Jian-An Fang, Qingying Miao, Guang He, Lin Wang:
Event-triggering Control for Time-varying Formation Tracking of Multi-agent Systems Subjected to Input Saturation. 2020-2026
Model-Based Evolutionary Algorithms (MBEA)
- Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Learning Transferable Variation Operators in a Continuous Genetic Algorithm. 2027-2033 - Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
When and How to Transfer Knowledge in Dynamic Multi-objective Optimization. 2034-2041 - Xin Guo, Bas van Stein, Thomas Bäck:
A New Approach Towards the Combined Algorithm Selection and Hyper-parameter Optimization Problem. 2042-2049 - Pengfei Huang, Handing Wang, Wenping Ma:
Stochastic Ranking for Offline Data-Driven Evolutionary Optimization Using Radial Basis Function Networks with Multiple Kernels. 2050-2057 - Xunzhao Yu, Xin Yao, Yan Wang, Ling Zhu, Dimitar P. Filev:
Domination-Based Ordinal Regression for Expensive Multi-Objective Optimization. 2058-2065 - Abdulaziz T. Almutairi, Jonathan E. Fieldsend:
Automated and Surrogate Multi-Resolution Approaches in Genetic Algorithms. 2066-2073 - Shufen Qin, Chaoli Sun, Yaochu Jin, Guochen Zhang:
Bayesian Approaches to Surrogate-Assisted Evolutionary Multi-objective Optimization: A Comparative Study. 2074-2080 - Feng Zhang, Xinye Cai, Zhun Fan:
A Batched Expensive Multiobjective Optimization Based on Constrained Decomposition with Grids. 2081-2087 - Masahide Miyamoto, Shinya Watanabe:
A New Approach to Generate Solutions Combining Crossover and Estimation of Distribution Operators for EMO Algorithm. 2088-2095 - Yiping Luo, Yuejie Yao, Deng Fei, Bifeng Zhou:
LMI Based Guaranteed Cost Synchronization for Nonlinear Complex Dynamical Networks with Similar Nodes and Coupling Time-varying Delay. 2095-2200
Modelling, Dynamical Analysis, Control and Optimization of Complex Dynamical Networks (MDACOCDN)
- Weiqi Qin, Yanfeng Wang, Tianze Li, Ming Guo, Xiangyong Chen, Xinru Tong:
Finite-time Switching Synchronization of Four Real Chaotic Systems with Combination Mode. 2096-2099 - Lahiru Gunawardana, Prasan Ratnayake, Mahendra Piraveenan, Dharshana Kasthurirathna:
Information Theoretic Approach for Modeling Bounded Rationality in Networked Games. 2100-2107 - Ping Jiang, Chenxi Ju, Shi Li, Wenxue Xu, Yu Qin:
Model Predictive Control of Heating Process with Weather Forecast Compensation. 2108-2113 - Wei Liao, Kun Deng, Shengyuan Wang:
Community detection based on Graph Coloring. 2114-2118 - Sudev Nair, Taneshq Verma, Ravi Khatri:
A Hybrid Model to Predict Remaining Useful Life for a Ball Bearing. 2119-2123
Memristor and Memristor-based Computing Systems (MMCS)
- Lu Luo, Shukai Duan, Lidan Wang:
R-CapsNet: An Improvement of Capsule Network for More Complex Data. 2124-2129
Nature-Inspired Computation in Engineering (NICE)
- Ryan Strange, Alice Yi Yang, Ling Cheng:
Discrete Flower Pollination Algorithm for Solving the Symmetric Travelling Salesman Problem. 2130-2137 - Hiroaki Fukumoto, Akira Oyama:
Impact of Estimation Method of Ideal/Nadir Points on Practically-Constrained Multi-Objective Optimization Problems for Decomposition-Based Multi-Objective Evolutionary Algorithm. 2138-2145
Passivity Analysis of Neural Networks and Complex Networks and Their Applications (PANNCNA)
- Chang-Bo Yang, Jia-Li Liu, Si-Sheng Yao:
Global Power-rate Stability of Complex-valued Neural Networks with Delays and Impulses. 2146-2151 - Yan-Li Huang, Jie Hou, Shun-Yan Ren, Erfu Yang:
Passivity and Synchronization of Coupled Complex-Valued Memristive Neural Networks. 2152-2159 - Zipeng Wang, Huai-Ning Wu, Wu-Hua Chen, Jin-Liang Wang:
Passivity of Reaction-Diffusion Neural Networks Via Sampled-Data Control. 2160-2165 - Lvhao Chen, Xiaofeng Liao, Nankun Mu, Jiahui Wu, Junqing Junqing:
Privacy-Preserving Fuzzy Multi-Keyword Search for Multiple Data Owners in Cloud Computing. 2166-2171 - Yongsik Jin, Seungyong Han, Jongcheon Park, Sang-Moon Lee:
Sampled-data Synchronization of Recurrent Neural Networks with Multi-GPUs. 2172-2177 - Gang Ding, Xiaoyuan Pei, Yunting Li:
Two-step damage source localization of threedimensional braided composites considering material anisotropy. 2178-2182 - Jinnan Luo, Wenhong Tian, Shouming Zhong, Daixi Liao, Jun Cheng, Kaibo Shi:
The passivity of neural networks with time-varying delay. 2183-2188 - Jian Fei Chen, Xin Dang:
Heart Sound Analysis Based on Extended Features and Related Factors. 2189-2194
Robotic Intelligence in Informationally Structured Space (RiiSS)
- Natabara Máté Gyöngyössy, Márk Domonkos, János Botzheim, Péter Korondi:
Supervised Learning with Small Training Set for Gesture Recognition by Spiking Neural Networks. 2201-2206 - Zongying Liu, Chu Kiong Loo, Min Jiang:
Grammatical Structure Detection with Intrinsic Plasticity based Echo State Networks for Cognitive Robot. 2207-2214 - Naoki Masuyama, Narito Amako, Yusuke Nojima, Yiping Liu, Chu Kiong Loo, Hisao Ishibuchi:
Fast Topological Adaptive Resonance Theory Based on Correntropy Induced Metric. 2215-2221 - Hiroyuki Masuta, Hiroki Kanamori, Kei Sawai, Tatsuo Motoyoshi, Takumi Tamamoto, Ken'ichi Koyanagi, Toru Oshima:
Development of Presentation Robot System for Classroom Based on State of Participants. 2222-2227 - Yudai Suzuki, Tomoharu Nakashima:
Applying FOSSE Approach to Image Data for Evaluating Game Situations. 2228-2236
Differential Evolution (SDE)
- Tao Xu, Jun He:
A Multi-population Helper and Equivalent Objective Differential Evolution Algorithm. 2237-2244 - Yingbo Xie, Ying Hou, Junfei Qiao, Baocai Yin:
An Improved Decomposition-based Multi-objective Evolutionary Algorithm with Enhanced Differential Evolution Strategy. 2245-2251 - Sihan Wang, Jia Kang, Mehmet Fatih Tasgetiren, Liang Gao, Damla Kizilay:
Differential Evolution Through Variable Neighborhood Search for Constrained Real-Parameter Optimization Problems. 2252-2260
Swarm Intelligence Symposium (SIS)
- Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot:
An Improved TLBO Algorithm for Solving UAV Path Planning Problem. 2261-2268 - Jorge Jiménez Montiel, Carlos A. Coello Coello, Ma. Guadalupe Castillo Tapia:
A Proposal of a Multi-Objective Compact Particle Swarm Optimizer. 2269-2278 - Nandar Lynn, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth, Trinadh Pamulapati, Rammohan Mallipeddi:
Unit commitment using time-ahead priority list and heterogeneous comprehensive learning PSO. 2279-2286 - Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning. 2287-2294 - Teddy Etoeharnowo, Koen Castelein, Hao Wang, Thomas Bäck:
Switching Between Swarm Optimization Algorithms During a Run: An Empirical Study. 2295-2302 - Jiangjun Tang, George Leu, Yubin Yang:
Optimisation of Air-Ground Swarm Teaming for Target Search Using Differential Evolution. 2303-2310 - Yichao Tang, Bo Wei, Xuewen Xia, Ling Gui:
Dynamic Multi-swarm Particle Swarm Optimization Based on Elite Learning. 2311-2318 - Xiaolan Zhang, Yu Fang, Dongbo Liu, Weibo Wang, Haibin Wang:
Optimization of heart sound feature combination for HCM analysis based on BPSO. 2316-2619 - Zhenshou Song, Handing Wang:
Steady-State Brain Storm Optimization Using Double Roulette Selection. 2319-2326 - Zaixiang Zhang, Yunhao Zhu, Akihiro Fujiwara, Kei Ohnishi:
Population-based Search Relying on Spatial and/or Temporal Scale-free Behaviors of Individuals. 2327-2334
Neuromorphic Cognitive Computing (SNCC)
- Hanxiao Qian, Pengjie Gu, Rui Yan, Huajin Tang:
Robust Multipitch Estimation of Piano Sounds Using Deep Spiking Neural Networks. 2335-2341 - Ying Nan, Rong Xiao, Shaobing Gao, Rui Yan:
An Event-based Hierarchy Model for Object Recognition. 2342-2347 - Yanli Yao, Qiang Yu, Longbiao Wang, Jianwu Dang:
An integrated system for robust gender classification with convolutional restricted Boltzmann machine and spiking neural network. 2348-2353 - Shiming Song, Qiang Yu, Longbiao Wang, Jianwu Dang:
A Matching Pursuit Approach for Image Classification with Spiking Neural Networks. 2354-2359 - Gustavo Borges Moreno e Mello, Sidney Pontes-Filho, Ioanna Sandvig, Vibeke Devold Valderhaug, Evi Zouganeli, Ola Huse Ramstad, Axel Sandvig, Stefano Nichele:
Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks. 2360-2366 - Ziyao Zhang, Jayawan H. B. Wijekoon:
Neuromorphic Architecture for Small-Scale Neocortical Network Emulation. 2367-2374
Computer-Augmented Intelligence with Flexible Electronics (CAIFE)
- Zhenzhong Wang, Min Jiang, Xing Gao, Liang Feng, Weizhen Hu, Kay Chen Tan:
Evolutionary Dynamic Multi-objective Optimization via Regression Transfer Learning. 2375-2381 - Li Tian, Nadia Magnenat-Thalmann, Jianmin Zheng, Daniel Thalmann:
Design of a Highly Biomimetic and Fully-Actuated Robotic Finger. 2382-2387 - Hongran Wang, Shihui Guo, Xinyu Shi:
MagicGlove: Estimation for Flexion Angle of Fingers. 2388-2394
Computational Intelligence and Data Mining (CIDM)
- Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang:
A Genetic Programming-based Wrapper Imputation Method for Symbolic Regression with Incomplete Data. 2395-2402 - Yu Zhang, Wentao Fan, Nizar Bouguila:
Unsupervised Image Categorization Based on Variational Autoencoder and Student's-T Mixture Model. 2403-2409 - Chao Pan, Xin Yao:
DIDD: Identifying and Learning New Conceptual Data with Lower Diversity. 2410-2417 - Zohaib Md. Jan, Brijesh K. Verma:
Balanced Image Data Based Ensemble of Convolutional Neural Networks. 2418-2424 - Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva:
Dual Vigilance Hypersphere Adaptive Resonance Theory. 2425-2532 - Srikanth Amudala, Samr Ali, Fatma Najar, Nizar Bouguila:
Variational Inference of Finite Generalized Gaussian Mixture Models. 2433-2439 - Md. Hafizur Rahman, Nizar Bouguila:
Distribution Based Feature Mapping for Classifying Count Data. 2440-2447 - Ziyang Song, Ornela Bregu, Samr Ali, Nizar Bouguila:
Variational Inference of Finite Asymmetric Gaussian Mixture Models. 2448-2454 - Yingjun Dong, Hiroki Sayama:
Mutual-Information-based Feature Selection for Facial Emotion Recognition on Light-Weight Devices. 2455-2461 - Jayati Gulati, Muhammad Abulaish:
A Novel Snowball-Chain Approach for Detecting Community Structures in Social Graphs. 2462-2469 - Sadam Al-Azani, El-Sayed M. El-Alfy:
Audio-Textual Arabic Dialect Identification for Opinion Mining Videos. 2470-2475 - Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Tien-Tsomg Shih, Yu-Da Lin:
Improved Multiobjective Multifactor Dimensionality Reduction using Fuzzy Theory. 2476-2481 - Julie L. Harvey, Sathish A. P. Kumar:
Data Science for K-12 Education. 2482-2488 - Jian Liu, Xiangdong Zeng, Adam Ghandar, Georgios Theodoropoulos:
Data Driven Domain Appraisal: Extracting Information from Short Dense Texts. 2489-2496 - Rafet Sifa, Maren Pielka, Rajkumar Ramamurthy, Anna Ladi, Lars Patrick Hillebrand, Christian Bauckhage:
Towards Contradiction Detection in German: a Translation-Driven Approach. 2497-2505 - Jeffrey Lee, Zohaib Md. Jan, Brijesh K. Verma:
A Novel Neural Network Based Method for Analysis of Pavement Deflection Data. 2506-2513 - Jamil Al-Sawwa, Simone A. Ludwig:
A Cost-Sensitive Centroid-based Differential Evolution Classification Algorithm applied to Cancer Data Sets. 2514-2521 - Rongrong Wang, Jin Zhou, Xiangdao Liu, Shiyuan Han, Lin Wang, Yuehui Chen:
Transfer Clustering Based on Gaussian Mixture Model. 2522-2526 - Johan Holmberg, Ning Xiong:
Smart Case Mining Based on Membrane Clustering. 2527-2533 - Chattriya Jariyavajee, Jumpol Polvichai, Booncharoen Sirinaovakul:
Searching for Splitting Criteria in Multivariate Decision Tree Using Adapted JADE Optimization Algorithm. 2534-2540 - Thy Nguyen, Tayo Obafemi-Ajayi:
Structured Iterative Hard Thresholding for Categorical and Mixed Data Types. 2541-2547
Biological Vision Inspired Intelligence in Computer Vision (BVICV)
- Teng-Fei Zhan, Ming Ye, Wen-Wen Jiang, Yongjie Li, Kaifu Yang:
Fixation Prediction based on Scene Contours. 2548-2554 - Wen-Wen Jiang, Kai-Fu Yang, Yong-Jie Li:
A Video Salient Object Detection Model Guided by Spatio-Temporal Prior. 2555-2562 - Wang-Wang Yu, Yong-Jie Li:
Fast Face Recognition Model without Pruning. 2563-2570 - Gongjin Lan, Lucas de Vries, Shuai Wang:
Evolving Efficient Deep Neural Networks for Real-time Object Recognition. 2571-2578
Computational Intelligence for Security and Defense Applications (CISDA)
- Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Dynamic Insider Threat Detection Based on Adaptable Genetic Programming. 2579-2586 - Ziqing Gu, Yunlong An, Fangyuan Tan, Yang Li, Sifa Zheng:
A Game Theory Approach to Attack-Defense Strategy for Perception of Connected Vehicles. 2587-2594
Computational Intelligence in Computer Assisted Analysis and Clinical Diagnosis (CAACD)
- Alice Yi Yang, Ling Cheng, Mulundumina Shimaponda-Nawa, Hai-Yun Zhu:
Long-Bone Fracture Detection using Artificial Neural Networks based on Line Features of X-ray Images. 2595-2602 - Linjun Chen, Guangquan Lu, Guoqiu Wen, Jiaye Li, Malong Tan:
A Nonlinear Clustering Algorithm via Kernel Function and Locality Structure Learning. 2603-2607 - Yu Liu, Yang Li:
A Multi-View Unified Feature Learning Network for EEG Epileptic Seizure Detection. 2608-2612 - Mengmeng Zhan, Guangquan Lu, Guoqiu Wen, Leyuan Zhang, Lin Wu:
A Clustering Algorithm via Kernel Function and Locality Preserving Projections. 2620-2625 - Azhar Imran, Jianqiang Li, Yan Pei, Faheem Akhtar, Ji-Jiang Yang, Qing Wang:
Cataract Detection and Grading with Retinal Images Using SOM-RBF Neural Network. 2626-2632 - Xingsi Xue, Junfeng Chen:
A Compact co-Firefly Algorithm for Matching Ontologies. 2629-2632 - Zhizheng Lv, Yangding Li, Jieye Li:
Feature selection via kernel sparse representation. 2633-2640 - Leyuan Zhang, Meiling Liu, Rifeng Wang, Tingting Du, Jiaye Li:
Multi-View Unsupervised Feature Selection with Dynamic Sample Space Structure. 2641-2648 - Shanwen Zhang, Meiling Liu, Jiaye Li, Leyuan Zhang:
An Efficient Feature Selection Algorithm Based on Kernel Function. 2649-2655
Cooperative Metaheuristics (CM)
- Zhenyu Meng, Jeng-Shyang Pan:
CS-DE: Differential Evolution with Cooperative Strategy for numerical optimization. 2656-2663 - Kiyo Arai, Yoshikazu Fukuyama, Tatsuya Iizaka, Tetsuro Matsui:
Dependable Parallel Multi-population Improved Brain Storm Optimization with Differential Evolution for On-line Energy Plant Optimal Operation Planning. 2664-2670 - Ryuichi Hashimoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi:
Effect of Solution Information Sharing between Tasks on the Search Ability of Evolutionary Multiobjective Multitasking Algorithms. 2671-2678 - Yapei Wu, Xingguang Peng, Demin Xu:
Identifying Variables Interaction for Black-box Continuous Optimization with Mutual Information of Multiple Local Optima. 2683-2689 - Qiqi Duan, Liang Qu, Chang Shao, Yuhui Shi:
Hierarchical Decomposition based Cooperative Coevolution for Large-Scale Black-Box Optimization. 2690-2697 - Chongchong Guan, Hui Lu:
Scheduling method of maintenance support resource with task timing constraint. 2698-2705 - Junfeng Chen, Yuhao Wang, Xingsi Xue, Shi Cheng, Mohammed El-Abd:
Cooperative Co-evolutionary Metaheuristics for Solving Large-Scale TSP Art Project. 2706-2713 - Daichi Azuma, Yoshikazu Fukuyama, Akihiro Oi, Toru Jintsugawa, Hisashi Fujimoto:
Parallel Multi-population Improved Brain Storm Optimization with Differential Evolution strategies for State Estimation in Distribution Systems using Just in Time Modeling and Correntropy. 2714-2720 - Shengjie Sun, Hui Lu:
Self-Adaptive Parameter Control in Genetic Algorithms Based on Entropy and Rules of Nature for Combinatorial Optimization Problems. 2721-2728
Computational Intelligence in Internet of Everything (CIIoEt)
- Chen Du, Yifan Chen, Zhiyong Li, Günter Rudolph:
Joint Optimization of Offloading and Communication Resources in Mobile Edge Computing. 2729-2734 - Ziqing Cheng, Qi Wang, Zhiyong Li, Günter Rudolph:
Computation Offloading and Resource Allocation for Mobile Edge Computing. 2735-2740
Intelligent data analysis and Applications (IDAA)
- Qing Wu, Xujin Ma, Yitong Li, Yiran Li:
College Curriculum Evaluation Frame Based on Blockchain. 2741-2746 - Hong Zhang, Boyuan Xue, Qiang Zhi, Yiwen Fu, Lingfei Han, Qing Zhang, Chao Zhang:
Detection and Identification Method of Dangerous Goods under X-ray Based on Improved YOLOv3. 2747-2752 - Wei Li, Tianxin Dong, Yanshan Wang, Fan Zhao:
Research on Load Recognition Algorithms Based on Current Distortion and Harmonic Content. 2753-2758 - Guijin Han, Qian Li, You Zhou, Jiawei Duan:
Rapid Cigarette Detection Based on Faster R-CNN. 2759-2765 - Guijin Han, Qian Li, You Zhou, Yue He:
Cigarette Detection Algorithm Based on Improved Faster R-CNN. 2766-2770 - You Zhou, Yiyue Liu, Guijin Han, Zichao Zhang:
Face Recognition Based on Global and Local Feature Fusion. 2771-2775 - You Zhou, Yiyue Liu, Guijin Han, Yiping Fu:
Face Recognition Based on The Improved MobileNet. 2776-2781 - Xiumei Cai, Puze Cheng, Hao-yang Shi, Cong Guo, Shaojie Tang, Mingle Qiu:
A Virtual Reality System for Accurate Cardiac Modeling and Multiple Virtual Operations. 2782-2787 - Jiayuan Yang, Yingzhe Wen, Guangyuan Zhao, Jiawei Duan:
Research on Association Rules of Breast Cancer and TCM : Syndrome Based on Data Mining. 2788-2792 - Hao-yang Tang, Meng Qian, Cong Song, Yi-chao Zhang:
Lysosomes Computational Labeling Method Based on Feature Map Slice of Deeplabv3+. 2793-2798 - Turing Y. F. Qiu, Alex Y. C. Yuan, Peter Z. Chen, Raymond S. T. Lee:
Hybrid Chaotic Radial Basis Function Neural Oscillatory Network (HCRBFNON) for Financial Forecast and Trading System. 2799-2806 - Xiumei Cai, Jingwei Bian, Yan Wang, Yingyue Ning:
Design of IGBT Parameter Automatic Test System Based on LabVIEW. 2807-2812 - Hong Zhang, Qiang Zhi, Bongyuan Xue, Yiwen Fu, Qing Zhang, Lingfei Han, Mengyan Guo:
Capsule Dynamic Network-Based Object Detection Algorithm. 2813-2818 - Hong Zhang, Lingfei Han, Qing Zhang, Boyuan Xue, Qiang Zhi, Yingyue Ning:
Fuzzy Clustering Edge Detection Method via neutrosophy based on Norm Entropy. 2819-2824 - Narges Manouchehri, Maryam Rahmanpour, Nizar Bouguila, Wentao Fan:
Learning of Multivariate Beta Mixture Models via Entropy-based component splitting. 2825-2832 - Xiumei Cai, Kexin Hu, Fangjuan Zhang, Wei Li, Yiran Li, Zichao Zhang:
Research on Node Location Technology Based on Improved Particle Swarm Optimization. 2833-2837 - Wei Li, Tiantian Jian, Ziqiao Zhao, Xiang Ma:
Data Stream Clustering Algorithm for Smart Site and Its Implementation Based on Flink. 2838-2845 - Wei Li, Tiantian Jian, Yanshan Wang, Xiang Ma:
Research on Virtual Machine Load Balancing Based on Improved Particle Swarm Optimization. 2846-2852 - Cai Xiumei, Bian Jingwei, Wang Yan, Cui Qiaoqiao:
Semi-supervised Image Segmentation Based on K- means Algorithm and Random Walk. 2853-2856 - Wenqing Wang, Yan Liu, Chunjie Yang, Yifan Wu, Bingchun Jiao, Yanwei Li, Shujie Ma:
Design of Wearable Human Monitoring System Based on Internet of Things. 2857-2862 - Xiaogang Yue, Wenqing Wang, Chunjie Yang, Hongbo Kang, Jiayi Wang, Shujie Ma:
Intelligent Succulent Plant Management System Based on Wireless Network. 2863-2868 - Qiuyue Wei, Bo Shang, Hongbo Kang, Yan Liu, Yuanyuan Yang, Jingquan Hao:
The Design of Intelligent Information Release System. 2869-2873 - Qiuyue Wei, Yufan Liu, Guangyuan Zhao, Bo Shang, Yun Yan, Yue He:
Design of the Controlling System of a Six-DoF Manipulator. 2874-2878 - Hongbo Kang, Yanwei Li, Chunjie Yang, Yan Liu, Yifan Wu, Bingchun Jiao, Yongli Zhou:
Emergency Communication System Based on Tethered Unmanned Aerial Vehicle. 2879-2883 - Chunjie Yang, Bingchun Jiao, Hongbo Kang, Yanwei Li, Yan Liu, Yifan Wu, Shujie Ma:
Design of Industrial Field Intelligent Temperature Acquisition System Based on Timestamped Anti-Interference Algorithm. 2884-2889 - Qiuyue Wei, Li'ang Liu, Fansi Wei, Haibo Ge, Anqi Feng, Yan Wang, Wenhao Li:
Computational offloading Strategy based on Dynamic Particle Swarm for Multi-User Mobile Edge Computing. 2890-2896 - Qing Wu, Haoyi Zhang, Rongrong Jing, Yue He:
Least Squares Twin Support Vector Machine Based on Manifold-based Within-class Scatter. 2897-2902 - Qing Wu, Haoyi Zhang, Rongrong Jing, Yiran Li:
Feature Selection Based on Twin Support Vector Regression. 2903-2907 - Jiaqi Miao, Panfeng Xu, Han Sun, Ruoxi Wang, Youming Wang:
An Optimization Method of Logistics Distribution Route based on Autoencoder Network. 2908-2913 - Lin Cheng, Panfeng Xu, Qian Zhang, Youming Wang:
Improved PQ Control Mothod for PV System. 2914-2920 - Hao yang Tang, Yi wei Duan, Lin li Sun, Yi ran Li:
A Fast Algorithm for HEVC Screen Content Coding. 2921-2925 - Huichao Zhang, Guangyuan Zhao, Xiaoying Qin:
Analysis of Grain Condition in Improved Granary Based on Grey Prediction Algorithm. 2926-2932 - Guangyuan Zhao, Huichao Zhang, Xiaoying Qin:
Prediction of Grain Humidity Based on Improved Grey Markov Model. 2933-2939 - Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud:
A Multi-recurrent Network for Crude Oil Price Prediction. 2940-2945 - David J. D. Hampson, Tyler Wiebe, Herbert H. Tsang:
Comparison of Two Folding Functions for RNA Secondary Structure Design. 2946-2953 - Hong Gong, Yang Chen, Haonan Li:
Modeling Graduates' High Quality Employment Based on Support Vector Machine. 2954-2958 - Yifan Wu, Wenqing Wang, Hongbo Kang, Bingchun Jiao, Yanwei Li, Yan Liu, Shujie Ma:
Design of Intelligent Unmanned Vehicle Handling Simulation System. 2959-2964 - Chongdang Liu, Linxuan Zhang, Cheng Wu:
Direct Remaining Useful Life Prediction for Rolling Bearing Using Temporal Convolutional Networks. 2965-2971 - Justin van Heek, Gideon Woo, Jack Park, Herbert H. Tsang:
Analysis and Selection of Classifiers for Gesture Characteristics Recognition Based on MGRS Framework. 2972-2980 - LihChyun Shu, Bo Hsiao, Yi-Hsin Liou, Yi-Lin Tsai:
On the Selection of Features for the Prediction Model of Cultivation of Sweet Potatoes at Early Growth Stage. 2981-2988 - Yuan Yang, Ying Liu, Yanghong Liu, Xiaodong Zhao:
Temperature Compensation of MEMS Gyroscope Based on Support Vector Machine Optimized by GA. 2989-2994 - Tony Jan, Saeid Iranmanesh, A. S. M. Sajeev:
Ensemble of Semi-Parametric Models for IoT Fog Modeling. 2995-2998 - Ying Liu, Zhen Guo, Qian Zhang:
Modeling of MEMS gyroscope Random Error Based on Kalman Filter. 2999-3003 - Julie L. Harvey, Sathish A. P. Kumar:
A Practical Model for Educators to Predict Student Performance in K-12 Education using Machine Learning. 3004-3011
General One
- Nankun Mu, Aijuan Wang:
Privacy-Preserving Average Consensus for Multi-Agent Network. 3012-3016 - Mohamed E. Abd Elaziz, Songfeng Lu, Diego Oliva, Mohammed El-Abd:
Improved Moth-Flame Optimization Based on Opposition-Based Learning for Feature Selection. 3017-3024 - Van Quan Dang, Yan Pei, Lei Jing, Jianqiang Li:
Optimization of Kernel Method-Based Autoencoder Using Chaotic Evolution Algorithm. 3025-3032 - Jun Yu, Hideyuki Takagi:
Accelerating Vegetation Evolution with Mutation Strategy and Gbased Growth Strategy. 3033-3039 - Yiqiao Cai, Deining Peng, Shunkai Fu, Hui Tian:
Multitasking differential evolution with difference vector sharing mechanism. 3039-3046 - Chaoda Peng, Hai-Lin Liu, Erik D. Goodman:
Investigating the Performance of Evolutionary Algorithms on Constrained Multi-objective Optimization Problems with Deceptive Infeasible Regions. 3047-3052 - Haozhe Liang, Xiwen Gong:
Research on Reconstruction Strategy of Closed Bus-ties Power Grid Based on Binary Particle Swarm Optimization. 3053-3058 - Yifei Yu, Haoran Qin, Yuanxiang Li, Zaifen Gao, Zhongtao Gai:
EEG Absence Seizure Detection with Autocorrelation Function and Recurrent Neural Network. 3059-3064 - Yuhao Li, Jun Yu, Hideyuki Takagi:
Niche Method Complementing the Nearest-better Clustering. 3065-3071 - Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Thomas Bäck, Stefan Menzel:
Hyperparameter Optimisation for Improving Classification under Class Imbalance. 3072-3078 - Alessandro Zonta, Selmar K. Smit, Mark Hoogendoorn, A. E. Eiben:
Generation of Human-Like Movements Based on Environmental Features. 3079-3086 - Tian Xie, Sihan Wang, Guan-Hua Tu, Chi-Yu Li, Xinyu Lei:
Exploring the Insecurity of Google Account Registration Protocol via Model Checking. 3087-3096 - Mazharul Islam, Aftab Anjum, Tanveer Ahsan, Lin Wang:
Dimensionality Reduction for Sentiment Classification using Machine Learning Classifiers. 3097-3103 - Liu Na, Luo Fei, Ding Wei Chao:
Cloud Task Scheduling Algorithm Based on Squid Operator and Nonlinear Inertia Weight. 3104-3109 - Min Qin, Yuhang Xi, Frank Jiang:
A New Improved Convolutional Neural Network Flower Image Recognition Model. 3110-3117 - Petr Husek:
Monotonic Normalized Radial Basis Function Networks. 3118-3123 - Christoph Doell, Christian Borgelt:
Aggregation of Subclassifications: Methods, Tools and Experiments. 3124-3131 - Aaisha Makkar, Neeraj Kumar, Mohsen Guizani:
The Power of AI in IoT : Cognitive IoT-based Scheme for Web Spam Detection. 3132-3138 - Aftab Anjum, Mazharul Islam, Lin Wang:
Gene Permutation: A new Probabilistic Genetic Operator for Improving Multi Expression Programming. 3139-3146 - Renan de Lima Simoes Mondego Vilela, Eduardo Costa da Silva:
AeroDesign Aircraft Wing Optimization Using Genetic Algorithm. 3147-3151 - Faheem Akhtar, Jianqiang Li, Yan Pei, Bo Liu, Muhammad Azeem, Qing Wang, Ji-Jiang Yang:
Diagnosis of Large for Gestational Age Fetus with an Expert-Driven Feature Selection Scheme. 3152-3157 - Xiaoyu Zhao, Zhaohui Wang, Jimin Lv, Yingwu Chen:
Efficient Methods for Agile Earth Observation Satellite Scheduling. 3158-3164 - Jacket Demby's, Yixiang Gao, Ali Shafiekhani, Guilherme N. DeSouza:
Object Detection and Pose Estimation Using CNN in Embedded Hardware for Assistive Technology. 3165-3171 - Xiangping Chen, Wenping Cao, Lei Xing:
GA-Aided Power Flow Management in a Multi-Vector Energy System. 3172-3176 - Guangliang Liu, Hongjing Liang, Yin Sheng:
Cooperative Control for Stochastic Multi-Agent Systems With Asymmetric Hysteretic Quantizer. 3177-3182 - Li Wang, Haigang Zhang, Jingfeng Yang:
Finger Multimodal Features Fusion and Recognition Based on CNN. 3183-3188 - Xing Yong Kek, Cheng Siong Chin, Ye Li:
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network. 3189-3194 - Lisheng Jiang, Huchang Liao:
A Linear Programming Method Based on Probabilistic Linguistic Kolmogorov-Smirnov Distance for Hospital Service Quality Evaluation. 3195-3200 - Huiwei Wang, Yong Zhao, Qingya Wang, Bo Zhou:
Latent Factor Models Fusing User & Item Attributes. 3201-3206 - Yan Pei:
Automatic Decision Making for Parameters in Kernel Method. 3207-3214 - Panfeng Xu, Jiaqi Miao, Shengsheng Zhou, Hongyang Liu, Youming Wang:
A Logistics Network Distribution Algorithm Based on Deep Learning. 3215-3220 - Tomoko Sakiyama:
Temporary Suspension brings about the Cooperative Evolution in the Hawk-Dove Game : Temporary Suspension in the Hawk-Dove Game. 3221-3224 - Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin:
Automated Selection of Evolutionary Multi-objective Optimization Algorithms. 3225-3232 - Min Yan, Junzheng Wang, Jing Li, Ke Zhang, Zimu Yang:
Road detection using lidar data based on plane assumption and graph model. 3233-3239 - Ying Jin, Jinling Liang, Lan Wang:
Stochastic Positivity and Stability Analysis for Discrete-Time Linear Systems. 3240-3245 - Peiyi Wang, Lixia Deng, Xiujun Wu:
An Automated Fact Checking System Using Deep Learning Through Word Embedding. 3246-3250 - Chengcheng Liu, Huikai Shao, Dexing Zhong, Jun Du:
Siamese-Hashing Network for Few-Shot Palmprint Recognition. 3251-3258 - Michal Bledowski, Andrzej Wolczowski:
Method of sequential classification for pre-grouping hand movements classes for fast labeling process of an electromyographic signals. 3259-3264 - Xiao-Gang Li, Hong-Du Wang, Ming Li, Mansour Karkoub:
A Linear Extended State Observer-based Fuzzy Fault tolerant Controller for Autonomous Underwater Vehicle. 3265-3271 - Peng Li, Zhenkai Wan:
Study on the damages detection of 3 dimensional and 6 directional braided composites using FBG sensor. 3272-3274 - Sheng-lin Li, Qing-hui Ren, Chen Chen:
Application of DDD Theory in Analysis and Design of Equipment Maintenance System. 3275-3280 - Shubo Li, Yingnan Pan, Hongjing Liang:
Adaptive Consensus Tracking Control for Nonlinear Multi-Agent Systems with Input Saturation and Dead-Zone. 3281-3286 - Jiaying Chang, Huchang Liao, Zhiying Zhang:
Third-Party Cold Chain Medicine Logistic Provider Selection by a Rough Set-Based Gained and Lost Dominance Score Method. 3287-3292
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