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ORCIDIJCNN 2020: Glasgow, UK
- 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020. IEEE 2020, ISBN 978-1-7281-6926-2
- Stanislaw J. Purgal:
Improving Expressivity of Graph Neural Networks. 1-7 - Xinyue Liang, Alireza M. Javid, Mikael Skoglund, Saikat Chatterjee:
A Low Complexity Decentralized Neural Net with Centralized Equivalence using Layer-wise Learning. 1-8 - Gitesh Dawer, Yangzi Guo, Adrian Barbu:
Generating Compact Tree Ensembles via Annealing. 1-8 - Celso A. M. Lopes Junior
, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra, Bruno José Torres Fernandes, Donato Impedovo:
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. 1-7 - Ying Chen, Jingwei Zheng, Dagang Li:
Sparse Attributed Network Embedding via Adaptively Aggregating Neighborhood Information. 1-8 - Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri:
A Computational Intelligence Characterization of Solar Magnetograms. 1-8 - Daniele Castellana, Davide Bacciu:
Generalising Recursive Neural Models by Tensor Decomposition. 1-8 - Indu John, Shalabh Bhatnagar:
Deep Reinforcement Learning with Successive Over-Relaxation and its Application in Autoscaling Cloud Resources. 1-6 - Tomoyuki Togawa, Toshimichi Saito:
Connection Sparsification and Orbit Stabilization of Dynamic Binary Neural Networks based on Multiobjective Evolutionary Algorithms. 1-6 - Samuel Spillane, Kristopher H. Jung, Kate Bowers, Ture Peken, Michael M. Marefat, Tamal Bose:
Machine Learning Based MIMO Equalizer for High Frequency (HF) Communications. 1-8 - Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang, Chris D. Nugent:
Minority Oversampling Using Sensitivity. 1-7 - Victor Henrique Alves Ribeiro, Pedro H. L. S. P. Domingues, Paulo Rodrigo Cavalin, Gilberto Reynoso-Meza, Helon Vicente Hultmann Ayala, Luís Fernando Alzuguir Azevedo:
Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. 1-8 - Hao Cheng, Kaijie Wu, Kai Ma, Jie Tian, Rui Xu, Chaochen Gu, Xinping Guan:
Double Attention for Pathology Image Diagnosis Network with Visual Interpretability. 1-8 - Amrut Sekhar Panda, Ravi Prakash, Laxmidhar Behera, Ashish Dutta:
Combined Online and Offline Inverse Dynamics Learning for a Robot Manipulator. 1-7 - Siyuan Chen, Julien Epps:
Multimodal Event-based Task Load Estimation from Wearables. 1-9 - Jiayin Lin, Zhexuan Zhou, Geng Sun, Jun Shen, David Pritchard, Tingru Cui, Dongming Xu, Li Li, Ghassan Beydoun:
Deep Sequence Labelling Model for Information Extraction in Micro Learning Service. 1-10 - Iana Sereda, Sergey Alekseev, Aleksandra Koneva, Alexey Khorkin, Grigory V. Osipov:
Problems of representation of electrocardiograms in convolutional neural networks. 1-6 - Abdulrahman Altahhan:
True Online TD(λ)-Replay An Efficient Model-free Planning with Full Replay. 1-7 - Yong Yu, Haina Tang, Fei Wang, Lin Wu, Tangwen Qian, Tao Sun, Yongjun Xu:
TULSN: Siamese Network for Trajectory-user Linking. 1-8 - Meng Cao, Xiying Ma, Kai Zhu, Ming Xu, Chongjun Wang:
Heterogeneous Information Network Embedding with Convolutional Graph Attention Networks. 1-8 - Dong Chen, Miaomiao Cheng, Chen Min, Liping Jing:
Unsupervised Deep Imputed Hashing for Partial Cross-modal Retrieval. 1-8 - Amina Asif, Fayyaz ul Amir Afsar Minhas:
Generalized Neural Framework for Learning with Rejection. 1-8 - Zhenlin Fan, Guoqiang Zhong, Hongxu Wei, Haitao Li:
EDNet: A Mesoscale Eddy Detection Network with Multi-Modal Data. 1-7 - Nan Zhou, Wenjian Luo, Xin Lin, Peilan Xu, Zhenya Zhang:
Generating Multi-label Adversarial Examples by Linear Programming. 1-8 - Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. 1-7 - Mun Kit Ho, Sivanagaraja Tatinati, Andy W. H. Khong:
Distilling Essence of a Question: A Hierarchical Architecture for Question Quality in Community Question Answering Sites. 1-7 - Manuel Baltieri:
A Bayesian perspective on classical control. 1-8 - Linshan Shen, Shaobin Huang, Xiangke Mao:
A reputation-enhanced model for trust-based collaborative filtering recommender system. 1-7 - Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio:
Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. 1-9 - Zishan Ahmad, Mukuntha N. S., Asif Ekbal, Pushpak Bhattacharyya:
Tweet to News Conversion: An Investigation into Unsupervised Controllable Text Generation. 1-8 - Karliane M. O. Vale, Flavius L. Gorgônio, Yago N. Araújo, Arthur C. Gorgônio, Anne Magály de Paula Canuto:
A Co-Training-based Algorithm Using Confidence Values to Select Instances. 1-7 - Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri:
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution. 1-8 - Soha A. Nossier, Julie A. Wall, Mansour Moniri, Cornelius Glackin, Nigel Cannings:
Mapping and Masking Targets Comparison using Different Deep Learning based Speech Enhancement Architectures. 1-8 - Fayez Alharbi, Lahcen Ouarbya, Jamie A. Ward:
Synthetic Sensor Data for Human Activity Recognition. 1-9 - Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina, Andrey Golanov, Alexandra Dalechina, Mikhail Belyaev:
Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting. 1-6 - Mohammed Bany Muhammad, Mohammed Yeasin:
Eigen-CAM: Class Activation Map using Principal Components. 1-7 - Florian Mirus, Terrence C. Stewart, Jörg Conradt:
The Importance of Balanced Data Sets: Analyzing a Vehicle Trajectory Prediction Model based on Neural Networks and Distributed Representations. 1-8 - Sheng Wei Pang, Chai Quek, Dilip K. Prasad:
GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural Networks. 1-8 - Paulo Lacerda, José González, Nazareth Rocha, Flávio Luiz Seixas, Célio Albuquerque, Esteban Clua, Aura Conci:
A Parallel Method for Anatomical Structure Segmentation based on 3D Seeded Region Growing. 1-6 - Varun Bhatt, Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly:
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. 1-8 - Zhong-Qiu Zhao, Yue-Lin Sun, Nan-Xun Wang, Weidong Tian:
Extricating from GroundTruth: An Unpaired Learning Based Evaluation Metric for Image Captioning. 1-8 - Yuxuan Sun, Keying Chen, Lin Sun, Chenlu Hu:
Attention-based Deep Learning Model for Text Readability Evaluation. 1-8 - Yi Han, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein, Christopher Leckie, Tansu Alpcan, Sarah M. Erfani:
Adversarial Reinforcement Learning under Partial Observability in Autonomous Computer Network Defence. 1-8 - Zhen Wang, Qiansheng Wang, Chengguo Lv, Xue Cao, Guohong Fu:
Unseen Target Stance Detection with Adversarial Domain Generalization. 1-8 - Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. 1-8 - Wei Hong Chin, Nuo Wi Noel Tay, Naoyuki Kubota, Chu Kiong Loo:
A Lightweight Neural-Net with Assistive Mobile Robot for Human Fall Detection System. 1-6 - Mario I. Chacon Murguia, Eduardo Rivas-Posada:
Feature Extraction Evaluation for Two Motor Imagery Recognition Based on Common Spatial Patterns, Time-Frequency Transformations and SVM. 1-7 - Paula Carroll:
Exploring Smart Grid Time-of-Use Tariffs using a Robust Optimisation Framework. 1-6 - Eduardo Castro, José Costa Pereira, Jaime S. Cardoso:
Soft Rotation Equivariant Convolutional Neural Networks. 1-8 - Jun Niu:
End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network. 1-8 - Jinwei Xing, Xinyun Zou, Jeffrey L. Krichmar:
Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. 1-8 - Azzeddine Rachid Benaissa, Azza Harbaoui, Henda Hajjami Ben Ghézala:
Classification of Cyberbullying Text in Arabic. 1-7 - Chandresh S. Kanani, Sriparna Saha, Pushpak Bhattacharyya:
Improving Diversity and Reducing Redundancy in Paragraph Captions. 1-8 - Maksim Podkorytov, Daniel Bis, Jinglun Cai, Kobra Amirizirtol, Xiuwen Liu:
Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT. 1-8 - Joohi Chauhan, Puneet Goyal:
Deep Learning based fully automatic efficient Burn Severity Estimators for better Burn Diagnosis. 1-8 - Zezheng Zhang, Matloob Khushi:
GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading. 1-8 - Johny Moreira, Chaina Santos Oliveira, David L. Macêdo, Cleber Zanchettin, Luciano Barbosa:
Distantly-Supervised Neural Relation Extraction with Side Information using BERT. 1-7 - Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Zhihua Cai:
Graph Convolutional Extreme Learning Machine. 1-8 - Alexis Juven, Xavier Hinaut:
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling. 1-8 - Nozomu Ohta, Shin Kawai, Hajime Nobuhara:
Analysis and Learning of Capsule Networks Robust for Small Image Deformation. 1-7 - Emna Amri, Alexandre Benoît, Philippe Bolon, Véronique Miegebielle, Bruno Conche, Georges Oppenheim:
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. 1-8 - Oleg A. Kuzenkov, Andrew Morozov, Galina Kuzenkova:
Machine learning evaluating evolutionary fitness in complex biological systems. 1-7 - Daniele M. Papetti, Simone Spolaor, Daniela Besozzi, Paolo Cazzaniga, Marco Antoniotti, Marco S. Nobile:
On the automatic calibration of fully analogical spiking neuromorphic chips. 1-8 - Aleksandra Maria Osowska-Kurczab, Tomasz Markiewicz, Miroslaw Dziekiewicz, Malgorzata Lorent:
Textural and deep learning methods in recognition of renal cancer types based on CT images. 1-8 - István Megyeri, István Hegedüs, Márk Jelasity:
Adversarial Robustness of Model Sets. 1-8 - Sergey V. Sidorov, Nikolai Yu. Zolotykh:
Linear and Fisher Separability of Random Points in the d-dimensional Spherical Layer. 1-6 - Abbas Raza Ali:
Multi-Dialect Arabic Speech Recognition. 1-7 - Matthias Rottmann, Pascal Colling, Thomas-Paul Hack, Robin Chan, Fabian Hüger, Peter Schlicht, Hanno Gottschalk:
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities. 1-9 - Luca Verderame, Davide Caputo, Andrea Romdhana, Alessio Merlo:
On the (Un)Reliability of Privacy Policies in Android Apps. 1-9 - Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. 1-8 - Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi:
Capsule Deep Generative Model That Forms Parse Trees. 1-8 - Kaige Wang, Qingyu Xiong, Chao Wu, Min Gao, Yang Yu:
Multi-modal cyberbullying detection on social networks. 1-8 - Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Francisco H. S. Silva, Gabriel Maia Bezerra, Pedro P. R. Filho:
Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods. 1-8 - Sanjana Sinha, Sandika Biswas, Brojeshwar Bhowmick:
Identity-Preserving Realistic Talking Face Generation. 1-10 - Anmol Bhasin, Gaurav Mathur, Promod Yenigalla, Bharatram S. Natarajan:
Phoneme based Domain Prediction for Language Model Adaptation. 1-6 - Jen-Tzung Chien, Chih-Jung Tsai:
Amortized Mixture Prior for Variational Sequence Generation. 1-6 - Dehua Chen, Amir Jalilifard, Adriano Veloso, Nivio Ziviani:
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. 1-7 - Stefan Duffner, Christophe Garcia:
Multiple Instance Learning for Training Neural Networks under Label Noise. 1-7 - Guan-Ru Huang, Tien-Ruey Hsiang:
A Simplified Deep Network Architecture on Optic Cup and Disc Segmentation. 1-7 - Daniel Gibert, Carles Mateu, Jordi Planes:
Orthrus: A Bimodal Learning Architecture for Malware Classification. 1-8 - Yun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay:
Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point Precision. 1-8 - Yundong Li, Chen Lin, Wei Hu, Han Dong:
Improving Feature's Capability of Carrying Category-specific Information for Adversarial Domain Adaptation. 1-8 - Daniele Salvati, Carlo Drioli, Gian Luca Foresti:
Two-Microphone End-to-End Speaker Joint Identification and Localization Via Convolutional Neural Networks. 1-6 - Shiori Kuramoto, Hideyuki Sawada, Pitoyo Hartono:
Visualization of topographical internal representation of learning robots. 1-7 - Purbaditya Bhattacharya, Udo Zölzer:
Convolutional Neural Network with Inception Blocks for Image Compression Artifact Reduction. 1-8 - Matthia Sabatelli, Gilles Louppe, Pierre Geurts, Marco A. Wiering:
The Deep Quality-Value Family of Deep Reinforcement Learning Algorithms. 1-8 - Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He:
DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. 1-8 - Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros:
Component Analysis for Visual Question Answering Architectures. 1-8 - César Montenegro, Roberto Santana, José Antonio Lozano:
Transfer learning in hierarchical dialogue topic classification with neural networks*. 1-8 - Arun M. George, Dighanchal Banerjee, Sounak Dey, Arijit Mukherjee, P. Balamurali:
A Reservoir-based Convolutional Spiking Neural Network for Gesture Recognition from DVS Input. 1-9 - Huaming Chen, Yaochu Jin, Lei Wang, Chi-Hung Chi, Jun Shen:
HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. 1-8 - Essam Soliman Debie, Nour Moustafa, Monica T. Whitty:
A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals. 1-8 - Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch:
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. 1-8 - André G. C. Pacheco, Thomas Trappenberg, Renato A. Krohling:
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification. 1-8 - Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi:
Multi-Decoder RNN Autoencoder Based on Variational Bayes Method. 1-8 - Lei Sha, Chen Shi, Qi Chen, Lintao Zhang, Houfeng Wang:
Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network. 1-8 - Ananya Gupta, Simon Watson, Hujun Yin:
3D Point Cloud Feature Explanations Using Gradient-Based Methods. 1-8 - Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado:
Using Autoencoders for Anomaly Detection in Hard Disk Drives. 1-7 - Luca Baldini, Alessio Martino, Antonello Rizzi:
Exploiting Cliques for Granular Computing-based Graph Classification. 1-9 - Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Cristiane Canton, Naylene Fraccanabbia, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases. 1-8 - Máté Mohácsi, Márk Patrik Török, Sára Sáray, Szabolcs Káli:
A unified framework for the application and evaluation of different methods for neural parameter optimization. 1-7 - Stanislaw Osowski, Lukasz Sierenski:
Prediction of Customer Status in Corporate Banking Using Neural Networks. 1-6 - Nicole Hallett, Kai Yi, Josef Dick, Christopher Hodge, Gerard Sutton, Yu Guang Wang, Jingjing You:
Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus. 1-7 - Pedro H. M. Braga, Heitor R. Medeiros, Hansenclever F. Bassani:
Deep Categorization with Semi-Supervised Self-Organizing Maps. 1-7 - Amir Aminifar:
Universal Adversarial Perturbations in Epileptic Seizure Detection. 1-6 - Motoshi Abe, Jun'ichi Miyao, Takio Kurita:
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network. 1-8 - Japa Sai Sharath, Banafsheh Rekabdar:
Question Answering over Knowledge Base using Language Model Embeddings. 1-8 - Louis Annabi, Alexandre Pitti, Mathias Quoy:
Autonomous learning and chaining of motor primitives using the Free Energy Principle. 1-8 - Huajie Wang, Lei Chen, Mei Li, Mengnan Chen:
GuideSQL: Utilizing Tables to Guide the Prediction of Columns for Text-to-SQL Generation. 1-7 - Danilo Coura Moreira, Eanes Torres Pereira, Marco Álvarez:
PEDA 376K: A Novel Dataset for Deep-Learning Based Porn-Detectors. 1-8 - Sreejita Ghosh, Peter Tiño, Kerstin Bunte:
Visualisation and knowledge discovery from interpretable models. 1-8 - Wentao Zhang, Hao Cheng, Jun Gan:
MUNet: A Multi-scale U-Net Framework for Medical Image Segmentation. 1-7 - Giulia Serafini, Ping Yi, Qingquan Zhang, Marco Brambilla, Jiayue Wang, Yiwei Hu, Beibei Li:
Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning Approaches. 1-8 - Takenori Obo, Ryoya Hase, Kohei Kobayashi, Kotaro Sueta, Takeru Nakano, Duk Shin:
Cognitive Modeling Based on Perceiving-Acting Cycle in Robotic Avatar System for Disabled Patients. 1-6 - Jiajia Liu, Hongning Dai, Bo Li, Gaozhong Tang:
Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation. 1-8 - Weslley L. Caldas, João P. V. Madeiro, César Lincoln C. Mattos, João Paulo Pordeus Gomes:
A New Methodology for Classifying QRS Morphology in ECG Signals. 1-9 - Alexander Rast, Mahyar Shahsavari, Graeme M. Bragg, Mark Vousden, David B. Thomas, Andrew D. Brown:
A Hardware/Application Overlay Model for Large-Scale Neuromorphic Simulation. 1-9 - Xuejie Zhang, Samarth Agarwal, Ruth Choy, Kay Jan Wong, Lecia Lim, Ying Yang Lee, John Jianan Lu:
Personalized Digital Customer Services for Consumer Banking Call Centre using Neural Networks. 1-7 - Peyman Rasouli, Ingrid Chieh Yu:
EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation. 1-9 - Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin:
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. 1-6 - Boxin Li, Tingwen Liu, Bin Wang, Lihong Wang:
Label Noise Robust Curriculum for Deep Paraphrase Identification. 1-8 - Zezhou Chen, Irena Koprinska:
Ensemble Methods for Solar Power Forecasting. 1-8 - Rafal Grycuk, Rafal Scherer:
Novel Fast Binary Hash for Content-based Solar Image Retrieval. 1-7 - Quanbin Wang, Ying Tan:
Grammatical Error Detection with Self Attention by Pairwise Training. 1-7 - Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen:
A Large-scale Simulation Dataset: Boost the Detection Accuracy for Special Weather Conditions. 1-8 - Hangyu Xia, Neng Gao, Jia Peng, Jingjie Mo, Jiong Wang:
Binarized Attributed Network Embedding via Neural Networks. 1-8 - Nhan Dam, Trung Le, Viet Huynh, Dinh Phung:
Stein Variational Gradient Descent with Variance Reduction. 1-8 - Pei Huo, Yan Yang, Jie Zhou, Chengcai Chen, Liang He:
TERG: Topic-Aware Emotional Response Generation for Chatbot. 1-8 - Linshu Ouyang, Yongzheng Zhang, Yipeng Wang:
Unified Graph Embedding-Based Anomalous Edge Detection. 1-8 - Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller:
Neural Architecture Search for Time Series Classification. 1-8 - Wanyu Zhao, Bairong Li, Qinghua Gu, Yuesheng Zhu:
Improved Hierarchical Clustering with Non-locally Enhanced Features for Unsupervised Person Re-identification. 1-8 - Claudio Gallicchio, Alessio Micheli:
Ring Reservoir Neural Networks for Graphs. 1-7 - Rohollah Moghadam, Pappa Natarajan, Raghavan Krishnan, Sarangapani Jagannathan:
Online Optimal Adaptive Control of a Class of Uncertain Nonlinear Discrete-time Systems. 1-6 - Achyut Mani Tripathi, Rashmi Dutta Baruah:
Multivariate Time Series Classification With An Attention-Based Multivariate Convolutional Neural Network. 1-8 - Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig:
Loss Surface Modality of Feed-Forward Neural Network Architectures. 1-8 - Alejandro Barredo Arrieta, Javier Del Ser:
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. 1-7 - Yingda Guan, Zuochang Ye, Yan Wang:
Object Detection with Extended Attention and Spatial Information. 1-8 - Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Data-efficient Online Classification with Siamese Networks and Active Learning. 1-7 - Md. Sultan Mahmud, Faruk Ahmed, Mohammed Yeasin, Claude Alain, Gavin M. Bidelman:
Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density. 1-7 - Taghreed Alqaisi, Alexandros Komninos, Simon O'Keefe:
Dependency Based Bilingual word Embeddings without word alignment. 1-6 - Hui Shi, Wei Ma, Xiaoliang Zhang, Junyan Jiang, Yanbing Liu, Shujuan Chen:
A Hybrid Paper Recommendation Method by Using Heterogeneous Graph and Metadata. 1-8 - Samuele Cornell, Emanuele Principi, Stefano Squartini:
A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement. 1-8 - Wanting Zhao, Hao Xu, Wenzhuo Huang, Jinkui Xie:
Higher-Order Heterogeneous Graph Convolutional Network Based on Meta-Paths. 1-8 - Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Saïghi:
Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules. 1-8 - Amirreza Salamat, Xiao Luo, Ali Jafari:
BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks. 1-8 - Gianluca Bontempi:
Learning causal dependencies in large-variate time series. 1-7 - Yuxuan Zhang, Yuanxiang Li, Xian Wei, Lei Jia:
Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation. 1-7 - Yongchi Zhang, Ping Wei, Huan Li, Nanning Zheng:
Multiscale Adaptation Fusion Networks for Depth Completion. 1-7 - Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro:
Approaches to Avoid Overfitting in a Quantum Perceptron. 1-8 - Hadi Akbarzadeh Khorshidi, Michael Kirley, Uwe Aickelin:
Machine learning with incomplete datasets using multi-objective optimization models. 1-8 - Victor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres:
Systematic study on dimensionality reduction in the gesture phase segmentation problem. 1-8 - Yunlong Meng, Fengliang Qi, Heng Zuo, Bo Chen, Xian Yuan, Yao Xiao:
Multi-step LSTM Prediction Model for Visibility Prediction. 1-8 - Yanze Min, Hang Su, Jun Zhu, Bo Zhang:
Discrete Memory Addressing Variational Autoencoder for Visual Concept Learning. 1-8 - Hussain Mohammed Dipu Kabir, Abbas Khosravi, Darius Nahavandi, Saeid Nahavandi:
Uncertainty Quantification Neural Network from Similarity and Sensitivity. 1-8 - Edgar Macias-Garcia, Deysy Galeana Pérez, Eduardo Bayro-Corrochano:
CNN Based Perception System for Collision Avoidance in Mobile Robots using Stereo Vision. 1-7 - Rahul Mehta, Müge Karaman:
Correlated Mixed Membership Modeling for Somatic Mutations. 1-8 - Martín Naya-Varela, Andrés Faiña, Richard J. Duro:
An Experiment in Morphological Development for Learning ANN Based Controllers. 1-8 - Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan:
TSception: A Deep Learning Framework for Emotion Detection Using EEG. 1-7 - Haowen Fang, Amar Shrestha, Qinru Qiu:
Multivariate Time Series Classification Using Spiking Neural Networks. 1-7 - Dennis Bautembach, Iason Oikonomidis, Nikolaos Kyriazis, Antonis A. Argyros:
Faster and Simpler SNN Simulation with Work Queues. 1-8 - Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou:
Ontology-based Interpretable Machine Learning for Textual Data. 1-10 - Sayantani Ghosh, Mousumi Laha, Amit Konar, Pratyusha Rakshit, Atulya K. Nagar:
Vowel Sound Imagery Decoding by a Capsule Network for the Design of an Automatic Mind-Driven Type-Writer. 1-8 - Tiago Colliri, Weiguang Liu, Liang Zhao:
An Optimized Modularity-Based High Level Classification Model. 1-8 - Heitor Murilo Gomes, Jacob Montiel, Saulo Martiello Mastelini, Bernhard Pfahringer, Albert Bifet:
On Ensemble Techniques for Data Stream Regression. 1-8 - Hiram Ponce, Lourdes Martínez-Villaseñor:
Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition. 1-7 - Guillaume Padiolleau, Olivier Bach, Alain Hugget, Denis Penninckx, Frédéric Alexandre:
A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. 1-8 - Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Gilles Perrot, Raphaël Couturier:
Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information. 1-8 - Xiaoyi Chen, Ni Zhang:
Layer-wise Adversarial Training Approach to Improve Adversarial Robustness. 1-8 - Hua Zuo, Jie Lu, Guangquan Zhang:
Multiple-source Domain Adaptation in Rule-based Neural Network. 1-6