Journal: Intell. Data Anal.

Volume 21, Issue 6

1301 -- 1303. Editorial
1301 -- 1303. Editorial
1305 -- 1326Hao Wang, ZhengQuan Xu, Shan Jia. Cluster-Indistinguishability: A practical differential privacy mechanism for trajectory clustering
1305 -- 1326Hao Wang 0033, ZhengQuan Xu, Shan Jia. Cluster-Indistinguishability: A practical differential privacy mechanism for trajectory clustering
1327 -- 1338Junwei Xiao, Jianfeng Lu, Xiangyu Li. Davies Bouldin Index based hierarchical initialization K-means
1327 -- 1338Junwei Xiao, Jianfeng Lu, Xiangyu Li. Davies Bouldin Index based hierarchical initialization K-means
1339 -- 1350Lin Li, Chun-Kit Ngan. A weight-adjusted-voting framework on an ensemble of classifiers for improving sensitivity
1339 -- 1350Lin Li, Chun-Kit Ngan. A weight-adjusted-voting framework on an ensemble of classifiers for improving sensitivity
1351 -- 1369Seyed Mahdi Roostaiyan, Ehsan Imani, Mahdieh Soleymani Baghshah. Multi-modal deep distance metric learning
1351 -- 1369Seyed Mahdi Roostaiyan, Ehsan Imani, Mahdieh Soleymani Baghshah. Multi-modal deep distance metric learning
1371 -- 1392Zhiyang He, Ji Wu, Ping Lv. Multi-label text classification based on the label correlation mixture model
1371 -- 1392Zhiyang He, Ji Wu, Ping Lv. Multi-label text classification based on the label correlation mixture model
1393 -- 1406Fan Zhang, Hua Xu, Xiaoli Bai. On the need of hierarchical emotion classification: Detecting the implicit feature using constrained topic model
1393 -- 1406Fan Zhang, Hua Xu, Xiaoli Bai. On the need of hierarchical emotion classification: Detecting the implicit feature using constrained topic model
1407 -- 1423Jeng-Shyang Pan, Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Tzung-Pei Hong. Efficiently mining of skyline frequent-utility patterns
1407 -- 1423Jeng-Shyang Pan, Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Tzung-Pei Hong. Efficiently mining of skyline frequent-utility patterns
1425 -- 1442Mondher Sendi, Mohamed-Nazih Omri, Mourad Abed. Possibilistic interest discovery from uncertain information in social networks
1425 -- 1442Mondher Sendi, Mohamed-Nazih Omri, Mourad Abed. Possibilistic interest discovery from uncertain information in social networks
1443 -- 1461Amir Feizi, Alireza Nazemi. An application of a practical neural network model for solving support vector regression problems
1443 -- 1461Amir Feizi, Alireza Nazemi. An application of a practical neural network model for solving support vector regression problems
1463 -- 1485Chengbin Peng, Zhihua Zhang, Ka Chun Wong, Xiangliang Zhang, David E. Keyes. A scalable community detection algorithm for large graphs using stochastic block models
1487 -- 1524Erion Çano, Maurizio Morisio. Hybrid recommender systems: A systematic literature review

Volume 21, Issue 5

1041 -- 1059Chunjing Xiao, Kewen Xia, Xin Liu, Yuxiang Zhang, Weigang Huo, Nelofar Aslam. Improving session-based temporal recommendation by using dynamic clustering
1061 -- 1095Vinícius 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
1097 -- 1115Eric 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
1117 -- 1139Novino Nirmal A., Kyung-Ah Sohn, Tae-Sun Chung. A graph model based feature set selection from short texts with application to document novelty detection
1141 -- 1154Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León. Classification rule-based models for malicious activity detection
1155 -- 1172Jundong Li, Osmar R. Zaïane. Exploiting statistically significant dependent rules for associative classification
1173 -- 1191D. Kishore Babu, Y. Ramadevi, K. V. Ramana. PGNBC: Pearson Gaussian Naïve Bayes classifier for data stream classification with recurring concept drift
1193 -- 1212Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo. Mammogram content-based image retrieval based on malignancy classification
1213 -- 1231Dengchao 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
1233 -- 1244LiangLiang Zhang, Longqi Yang, Guyu Hu, Yanyan Zhang, Zhisong Pan. Entropy-based link selection strategy for multidimensional complex networks
1245 -- 1265Lotfi Lakhal, Sébastien Nedjar, Rosine Cicchetti. Multidimensional skyline analysis based on agree concept lattices
1267 -- 1300Bart Kuijpers, Alejandro A. Vaisman. An algebra for OLAP

Volume 21, Issue 4

759 -- 779Guangming Li, Wil M. P. van der Aalst. A framework for detecting deviations in complex event logs
781 -- 801Akiko Campbell, Xiangbo Mao, Jian Pei, Abdullah Al-Barakati. Multidimensional benchmarking in data warehouses
803 -- 826Edwin Aldana-Bobadilla, Ivan López-Arévalo, Alejandro Molina-Villegas. A novel data reduction method based on information theory and the Eclectic Genetic Algorithm
827 -- 847Khadidja Henni, Olivier Alata, Lynda Zaoui, Brigitte Vannier, Abdellatif El Idrissi, Ahmed Moussa. ClusterMPP: An unsupervised density-based clustering algorithm via Marked Point Process
849 -- 866Deyu Zhou, Liangyu Chen, Xuan Zhang, Yulan He. Unsupervised event exploration from social text streams
867 -- 892Mehdi Khashei. Learning speed of supervised neural networks as similarity measurement in unsupervised cluster analysis
893 -- 911Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Tzai-Min Jou. Nonparametric multi-assignment clustering
913 -- 944Khalid M. Salama, Ashraf M. Abdelbar, Ayah M. Helal, Alex Alves Freitas. Instance-based classification with Ant Colony Optimization
945 -- 962Sebastián Maldonado, Guillermo Armelini, Cristian Angelo Guevara. Assessing university enrollment and admission efforts via hierarchical classification and feature selection
963 -- 979Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour. Dynamic sparsity control in Deep Belief Networks
981 -- 1013Jan Rauch, Milan Simunek. Apriori and GUHA - Comparing two approaches to data mining with association rules
1015 -- 1035André 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

Volume 21, Issue 3

463 -- 465A. Famili. Editorial
467 -- 489Alon Schclar, Lior Rokach, Amir Amit. Ensembles of classifiers based on dimensionality reduction
491 -- 514Vo Thanh Vinh, Duong Tuan Anh. Instance reduction for time series classification using MDL principle
515 -- 535Bilal Hadjadji, Youcef Chibani, Yasmine Guerbai. Combining diverse one-class classifiers by means of dynamic weighted average for multi-class pattern classification
537 -- 552Viet-Vu Vu, Nicolas Labroche. Active seed selection for constrained clustering
553 -- 575Zahid Ansari, Ahmed Rimaz Faizabadi, Asif Afzal. Fuzzy c-Least Medians clustering for discovery of web access patterns from web user sessions data
577 -- 595Mohsen Moshki, Peyman Kabiri, Alireza Mohebalhojeh. Scalable data-driven modeling of spatio-temporal systems: Weather forecasting
597 -- 616Jheng-Nan Huang, Tzung-Pei Hong, Ming-Chao Chiang. An effective method for approximate representation of frequent itemsets
617 -- 636Chao Huang, Qingyu Yang, Mingwei Du, Donghui Yang. Financial distress prediction using SVM ensemble based on earnings manipulation and fuzzy integral
637 -- 660Claudiane Maria Oliveira, Denilson Alves Pereira. An association rules based method for classifying product offers from e-shopping
661 -- 677Efrén 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
679 -- 695Ángel Hernández-Castañeda, Hiram Calvo. Deceptive text detection using continuous semantic space models
697 -- 720Hiram Calvo, Salvador Godoy-Calderón, Marco A. Moreno-Armendáriz, Maribel Hernandez-Rosales. Forecasting, clustering and patrolling criminal activities
721 -- 738Ramón F. Brena, Enrique Garcia-Ceja. A crowdsourcing approach for personalization in human activities recognition
739 -- 754Dante Mújica-Vargas, Francisco J. Gallegos Funes, José de Jesús Rubio, Jaime Pacheco. Impulsive noise filtering using a Median Redescending M-Estimator

Volume 21, Issue 2

221 -- 223A. Famili. Editorial
225 -- 241Yue Huang. Clustering multi-typed objects in extended star-structured heterogeneous data
243 -- 261Yuchai Wan, Xiabi Liu, Yi Wu 0015. CD-Tree: A clustering-based dynamic indexing and retrieval approach
263 -- 277Jian-Ping Mei, Han Yu, Zhiqi Shen, Chunyan Miao. A social influence based trust model for recommender systems
279 -- 310Asra Khalid, Mustansar Ali Ghazanfar, Sobia Zahra, Muhammad Awais Azam. Scalable and practical One-Pass clustering algorithm for recommender system
311 -- 327Yitao Wu, Xingming Zhang, Hong Yu, Shuai Wei, Wei Guo. Collaborative filtering recommendation algorithm based on user fuzzy similarity
329 -- 352Juan Manuel Rodriguez, Daniela Godoy, Cristian Mateos, Alejandro Zunino. A multi-core computing approach for large-scale multi-label classification
353 -- 370Paulo Henrique Pisani, Ana Carolina Lorena, André C. P. L. F. de Carvalho. Adaptive algorithms applied to accelerometer biometrics in a data stream context
371 -- 383Xu Zhuang, Yan Zhu 0001, Chin-Chen Chang, Qiang Peng. Feature bundling in decision tree algorithm
385 -- 409Maryam Pourkazemi, Mohammad Reza Keyvanpour. Community detection in social network by using a multi-objective evolutionary algorithm
411 -- 425Cheng Hsiung Weng, Tony Cheng Kui Huang. Knowledge discovery of frequent itemsets with low utility for revenue analysis
427 -- 441Shahla Nemati, Ahmad Reza Naghsh-Nilchi. An evidential data fusion method for affective music video retrieval
443 -- 461Kang Xu, Guilin Qi, Junheng Huang, Tianxing Wu. Incorporating Wikipedia concepts and categories as prior knowledge into topic models

Volume 21, Issue 1

5 -- 18Zhehuang Huang, Yidong Chen, Xiaodong Shi. A synergetic semantic role labeling model with the introduction of fluctuating force accompanied with word sense information
19 -- 38Janez Starc, Dunja Mladenic. Joint learning of ontology and semantic parser from text
39 -- 62Masoud Makrehchi, Mohamed S. Kamel. Extracting domain-specific stopwords for text classifiers
63 -- 75Homeira Shahparast, Eghbal G. Mansoori. FERHD: A feasible approach for extracting fuzzy classification rules from high-dimensional data
77 -- 95Qinrong Feng, Xiao Guo. Uncertainty measures of interval-valued intuitionistic fuzzy soft sets and their applications in decision making
97 -- 116Yongzhong Lu, Danping Yan, Min Zhou, David Levy. Maximum likelihood parameter estimation of dynamic systems by heuristic swarm search
117 -- 133Alain Pérez-Alonso, Ignacio J. Blanco Medina, Luisa M. González-González, José M. Serrano Chica. Incremental maintenance of discovered association rules and approximate dependencies
135 -- 150Wei Song, Zhiguang Wang, Fan Zhang, Yangdong Ye, Ming Fan. Empirical study of symbolic aggregate approximation for time series classification
151 -- 166Fubo Shao, KePing Li, Yulin Dong. Identifying multi-variable relationships based on the maximal information coefficient
167 -- 179Haleh Homayouni, Eghbal G. Mansoori. A novel density-based ensemble learning algorithm with application to protein structural classification
181 -- 203Oscar Martinez, Ranga Dabarera, Kamal Premaratne, Miroslav Kubat, James D. Englehardt. LFDA model for the assessment of water quality through Microtox® using excitation-emission matrices
205 -- 220Amir-Mohsen Karimi-Majd, Mohammad Fathian, Mohammad Reza Gholamian. Behavior-based indices for evaluating communities in online social networks