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ORCIDIntelligent Data Analysis, Volume 21
Volume 21, Number 1, 2017
- Zhehuang Huang
, Yidong Chen, Xiaodong Shi:
A synergetic semantic role labeling model with the introduction of fluctuating force accompanied with word sense information. 5-18 - Janez Starc, Dunja Mladenic:
Joint learning of ontology and semantic parser from text. 19-38 - Masoud Makrehchi, Mohamed S. Kamel:
Extracting domain-specific stopwords for text classifiers. 39-62 - Homeira Shahparast, Eghbal G. Mansoori:
FERHD: A feasible approach for extracting fuzzy classification rules from high-dimensional data. 63-75 - Qinrong Feng, Xiao Guo:
Uncertainty measures of interval-valued intuitionistic fuzzy soft sets and their applications in decision making. 77-95 - Yongzhong Lu, Danping Yan, Min Zhou, David Levy:
Maximum likelihood parameter estimation of dynamic systems by heuristic swarm search. 97-116 - Alain Pérez-Alonso, Ignacio J. Blanco Medina, Luisa M. González-González, José M. Serrano Chica:
Incremental maintenance of discovered association rules and approximate dependencies. 117-133 - Wei Song, Zhiguang Wang, Fan Zhang, Yangdong Ye, Ming Fan:
Empirical study of symbolic aggregate approximation for time series classification. 135-150 - Fubo Shao, Keping Li, Yulin Dong:
Identifying multi-variable relationships based on the maximal information coefficient. 151-166 - Haleh Homayouni, Eghbal G. Mansoori:
A novel density-based ensemble learning algorithm with application to protein structural classification. 167-179 - Oscar Martinez, Ranga Dabarera, Kamal Premaratne, Miroslav Kubat, James D. Englehardt:
LFDA model for the assessment of water quality through Microtox® using excitation-emission matrices. 181-203 - Amir-Mohsen Karimi-Majd, Mohammad Fathian, Mohammad Reza Gholamian:
Behavior-based indices for evaluating communities in online social networks. 205-220
Volume 21, Number 2, 2017
- A. Famili:
Editorial. 221-223
- Yue Huang:
Clustering multi-typed objects in extended star-structured heterogeneous data. 225-241 - Yuchai Wan, Xiabi Liu, Yi Wu:
CD-Tree: A clustering-based dynamic indexing and retrieval approach. 243-261 - Jian-Ping Mei, Han Yu, Zhiqi Shen, Chunyan Miao:
A social influence based trust model for recommender systems. 263-277 - Asra Khalid, Mustansar Ali Ghazanfar, Sobia Zahra, Muhammad Awais Azam:
Scalable and practical One-Pass clustering algorithm for recommender system. 279-310 - Yitao Wu, Xingming Zhang, Hong Yu, Shuai Wei, Wei Guo:
Collaborative filtering recommendation algorithm based on user fuzzy similarity. 311-327 - Juan Manuel Rodriguez, Daniela Godoy, Cristian Mateos, Alejandro Zunino:
A multi-core computing approach for large-scale multi-label classification. 329-352 - Paulo Henrique Pisani, Ana Carolina Lorena, André C. P. L. F. de Carvalho:
Adaptive algorithms applied to accelerometer biometrics in a data stream context. 353-370 - Xu Zhuang, Yan Zhu, Chin-Chen Chang, Qiang Peng:
Feature bundling in decision tree algorithm. 371-383 - Maryam Pourkazemi, Mohammad Reza Keyvanpour:
Community detection in social network by using a multi-objective evolutionary algorithm. 385-409 - Cheng-Hsiung Weng, Tony Cheng-Kui Huang:
Knowledge discovery of frequent itemsets with low utility for revenue analysis. 411-425 - Shahla Nemati, Ahmad Reza Naghsh-Nilchi:
An evidential data fusion method for affective music video retrieval. 427-441 - Kang Xu, Guilin Qi, Junheng Huang, Tianxing Wu:
Incorporating Wikipedia concepts and categories as prior knowledge into topic models. 443-461
Volume 21, Number 3, 2017
- A. Famili:
Editorial. 463-465 - Alon Schclar, Lior Rokach, Amir Amit:
Ensembles of classifiers based on dimensionality reduction. 467-489 - Vo Thanh Vinh, Duong Tuan Anh:
Instance reduction for time series classification using MDL principle. 491-514 - Bilal Hadjadji, Youcef Chibani, Yasmine Guerbai:
Combining diverse one-class classifiers by means of dynamic weighted average for multi-class pattern classification. 515-535 - Viet-Vu Vu, Nicolas Labroche:
Active seed selection for constrained clustering. 537-552 - Zahid Ahmed Ansari, Ahmed Rimaz Faizabadi, Asif Afzal:
Fuzzy c-Least Medians clustering for discovery of web access patterns from web user sessions data. 553-575 - Mohsen Moshki, Peyman Kabiri, Alireza Mohebalhojeh:
Scalable data-driven modeling of spatio-temporal systems: Weather forecasting. 577-595 - Jheng-Nan Huang, Tzung-Pei Hong, Ming-Chao Chiang:
An effective method for approximate representation of frequent itemsets. 597-616 - Chao Huang, Qingyu Yang, Mingwei Du, Donghui Yang:
Financial distress prediction using SVM ensemble based on earnings manipulation and fuzzy integral. 617-636 - Claudiane Maria Oliveira, Denilson Alves Pereira:
An association rules based method for classifying product offers from e-shopping. 637-660 - Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Juan Fernández-Ruiz, Nicandro Cruz-Ramírez:
A feature selection method based on a neighborhood approach for contending with functional and anatomical variability in fMRI group analysis of cognitive states. 661-677 - Ángel Hernández-Castañeda, Hiram Calvo:
Deceptive text detection using continuous semantic space models. 679-695 - Hiram Calvo, Salvador Godoy-Calderón, Marco A. Moreno-Armendáriz, Maribel Hernandez-Rosales:
Forecasting, clustering and patrolling criminal activities. 697-720 - Ramón F. Brena, Enrique Garcia-Ceja:
A crowdsourcing approach for personalization in human activities recognition. 721-738 - Dante Mújica-Vargas, Francisco J. Gallegos Funes, José de Jesús Rubio, Jaime Pacheco:
Impulsive noise filtering using a Median Redescending M-Estimator. 739-754
Volume 21, Number 4, 2017
- Guangming Li, Wil M. P. van der Aalst:
A framework for detecting deviations in complex event logs. 759-779 - Akiko Campbell, Xiangbo Mao, Jian Pei, Abdullah Al-Barakati:
Multidimensional benchmarking in data warehouses. 781-801 - Edwin Aldana-Bobadilla, Ivan López-Arévalo, Alejandro Molina-Villegas:
A novel data reduction method based on information theory and the Eclectic Genetic Algorithm. 803-826 - Khadidja Henni, Olivier Alata, Lynda Zaoui, Brigitte Vannier, Abdellatif El Idrissi, Ahmed Moussa:
ClusterMPP: An unsupervised density-based clustering algorithm via Marked Point Process. 827-847 - Deyu Zhou, Liangyu Chen, Xuan Zhang, Yulan He:
Unsupervised event exploration from social text streams. 849-866 - Mehdi Khashei:
Learning speed of supervised neural networks as similarity measurement in unsupervised cluster analysis. 867-892 - Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Tzai-Min Jou:
Nonparametric multi-assignment clustering. 893-911 - Khalid M. Salama, Ashraf M. Abdelbar, Ayah M. Helal, Alex Alves Freitas:
Instance-based classification with Ant Colony Optimization. 913-944 - Sebastián Maldonado, Guillermo Armelini, Cristian Angelo Guevara:
Assessing university enrollment and admission efforts via hierarchical classification and feature selection. 945-962 - Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Dynamic sparsity control in Deep Belief Networks. 963-979 - Jan Rauch, Milan Simunek:
Apriori and GUHA - Comparing two approaches to data mining with association rules. 981-1013 - André Luis Debiaso Rossi, Bruno Feres de Souza, Carlos Soares, André Carlos Ponce de Leon Ferreira de Carvalho:
A guidance of data stream characterization for meta-learning. 1015-1035
Volume 21, Number 5, 2017
- Chunjing Xiao, Kewen Xia, Xin Liu, Yuxiang Zhang, Weigang Huo, Nelofar Aslam:
Improving session-based temporal recommendation by using dynamic clustering. 1041-1059 - Vinícius Mourão Alves de Souza, Rafael Geraldeli Rossi, Gustavo E. A. P. A. Batista, Solange O. Rezende:
Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. 1061-1095 - Eric Olmedo, Jorge de la Calleja, Alicia Morales-Reyes, Hugo Jair Escalante, Argelia B. Urbina Nájera, Ma. Auxilio Medina, Antonio Benitez Ruiz:
A parallel approach for the training stage of the Viola-Jones face detection algorithm. 1097-1115 - Novino Nirmal A., Kyung-Ah Sohn, Tae-Sun Chung:
A graph model based feature set selection from short texts with application to document novelty detection. 1117-1139 - Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León:
Classification rule-based models for malicious activity detection. 1141-1154 - Jundong Li, Osmar R. Zaïane:
Exploiting statistically significant dependent rules for associative classification. 1155-1172 - D. Kishore Babu, Y. Ramadevi, K. V. Ramana:
PGNBC: Pearson Gaussian Naïve Bayes classifier for data stream classification with recurring concept drift. 1173-1191 - Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo:
Mammogram content-based image retrieval based on malignancy classification. 1193-1212 - Dengchao He, Hongjun Zhang, Wenning Hao, Rui Zhang, Gang Chen, Dawei Jin, Kai Cheng:
Distant supervised relation extraction via long short term memory networks with sentence embedding. 1213-1231 - Liangliang Zhang, Longqi Yang, Guyu Hu, Yanyan Zhang, Zhisong Pan:
Entropy-based link selection strategy for multidimensional complex networks. 1233-1244 - Lotfi Lakhal, Sébastien Nedjar, Rosine Cicchetti:
Multidimensional skyline analysis based on agree concept lattices. 1245-1265 - Bart Kuijpers, Alejandro A. Vaisman:
An algebra for OLAP. 1267-1300
Volume 21, Number 6, 2017
- Editorial. 1301-1303
- Hao Wang, Zhengquan Xu, Shan Jia:
Cluster-Indistinguishability: A practical differential privacy mechanism for trajectory clustering. 1305-1326 - Junwei Xiao, Jianfeng Lu, Xiangyu Li:
Davies Bouldin Index based hierarchical initialization K-means. 1327-1338 - Lin Li, Chun-Kit Ngan:
A weight-adjusted-voting framework on an ensemble of classifiers for improving sensitivity. 1339-1350 - Seyed Mahdi Roostaiyan, Ehsan Imani, Mahdieh Soleymani Baghshah:
Multi-modal deep distance metric learning. 1351-1369 - Zhiyang He, Ji Wu, Ping Lv:
Multi-label text classification based on the label correlation mixture model. 1371-1392 - Fan Zhang, Hua Xu, Xiaoli Bai:
On the need of hierarchical emotion classification: Detecting the implicit feature using constrained topic model. 1393-1406 - Jeng-Shyang Pan, Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Tzung-Pei Hong:
Efficiently mining of skyline frequent-utility patterns. 1407-1423 - Mondher Sendi, Mohamed Nazih Omri, Mourad Abed:
Possibilistic interest discovery from uncertain information in social networks. 1425-1442 - Amir Feizi, Alireza Nazemi:
An application of a practical neural network model for solving support vector regression problems. 1443-1461 - Chengbin Peng, Zhihua Zhang, Ka-Chun Wong, Xiangliang Zhang, David E. Keyes:
A scalable community detection algorithm for large graphs using stochastic block models. 1463-1485 - Erion Çano, Maurizio Morisio:
Hybrid recommender systems: A systematic literature review. 1487-1524
Volume 21, Number S1, 2017
- Tzung-Pei Hong, Been-Chian Chien, Wen-Yang Lin, Shyue-Liang Wang:
Editorial. S1-S3 - Tuan Pham, Yuan-Shan Lee, Yan-Bo Lin, Yung-Hui Li, Tzu-Chiang Tai, Jia-Ching Wang:
Single channel source separation using graph sparse NMF and adaptive dictionary learning. S5-S19 - Shyue-Liang Wang, Min-Jye Hsiu, Yu-Chuan Tsai, I-Hsien Ting, Tzung-Pei Hong:
Analysis of privacy and utility tradeoffs in anonymized mobile context streams. S21-S39 - Ming-Shen Jian, Jun-Lin Chen:
Individual learner big data based cloud role player game learning. S41-S53 - Guan-Bin Chen, Hung-Yu Kao:
Word co-occurrence augmented topic model in short text. S55-S70 - Bo-Heng Chen, Shan-Yun Teng, Kun-Ta Chuang:
Mining spatio-temporal chaining patterns in non-identity event databases. S71-S102 - Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng, Chien Lin:
Efficiently mining high utility sequential patterns in static and streaming data. S103-S135 - Naeimeh Elkhani, Ravie Chandren Muniyandi:
Membrane computing inspired feature selection model for microarray cancer data. S137-S157 - Kawuu W. Lin, Sheng-Hao Chung, Ju-Chin Chen, Sheng-Shiung Huang, Chun-Cheng Lin:
A fast method for frequent pattern discovery with secondary memory. S159-S176 - Wen-Yang Lin, You-En Wei, Chun-Hao Chen:
GIAMS: A generic approach for mining indirect association rules in data streams1. S177-S194 - Ja-Hwung Su, Wei-Yi Chang, Vincent S. Tseng:
Effective social content-based collaborative filtering for music recommendation. S195-S216 - Chun-Hao Chen, Chao-Chun Chen, Yusuke Nojima:
An efficient and effective approach for mining a group stock portfolio using mapreduce. S217-S232
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