Journal: Intell. Data Anal.

Volume 17, Issue 6

941 -- 942. Editorial
943 -- 963Carlos Ordonez, Zhibo Chen 0002. Discovering frequent pattern pairs
965 -- 980D. Vimal Kumar, A. Tamilarasi. Genetic algorithm-based optimized association rule mining for multi-relational data
981 -- 999Elham Bavafaye Haghighi, Mohammad Rahmati. Theoretical aspects of mapping to multidimensional optimal regions as a multi-classifier
1001 -- 1021Bo Ji, Yangdong Ye, Yu Xiao. Mutual information evaluation: A way to predict the performance of feature weighting on clustering
1023 -- 1039Billy Peralta, Pablo Espinace, Alvaro Soto. Enhancing K-Means using class labels
1041 -- 1056Byung-Won On. Effective email network visualization techniques by means of user behaviors
1057 -- 1074Xiaozhe Wang, Liang Wang, Anthony Wirth, Leo Lopes. Unsupervised categorization of human motion sequences
1075 -- 1091Pirooz Shamsinejadbabaki, Mohammad Saraee, Hendrik Blockeel. Causality-based cost-effective action mining
1093 -- 1113I.-Chin Wu, Wei-Hao Hwang. A genre-based fuzzy inference approach for effective filtering of movies
1115 -- 1134Bhekisipho Twala. Impact of noise on credit risk prediction: Does data quality really matter?

Volume 17, Issue 5

735 -- 736. Editorial
737 -- 751Nicola Matarese, Valentina Colla, Marco Vannucci, Leonardo Maria Reyneri. A procedure for the detection of anomalous input-output patterns
753 -- 769Marina V. Sokolova, Antonio Fernández-Caballero. A methodological approach to mining and simulating data in complex information systems
771 -- 789Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós. Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm
791 -- 802Marko Robnik-Sikonja, Erik Strumbelj, Igor Kononenko. Efficiently explaining the predictions of a probabilistic radial basis function classification network
803 -- 835Guangtao Wang, Qinbao Song. A novel feature subset selection algorithm based on association rule mining
837 -- 856Davide Mottin, Themis Palpanas, Yannis Velegrakis. Entity ranking using click-log information
857 -- 898Leticia I. Gómez, Alejandro A. Vaisman. Mining semantic trajectories
899 -- 916Cheng-Lung Huang, Mu-Chen Chen, Wen-Chen Huang, Sheng-Huang Huang. Incorporating frequency, recency and profit in sequential pattern based recommender systems
917 -- 939Unil Yun, Keun Ho Ryu. Efficient mining of maximal correlated weight frequent patterns

Volume 17, Issue 4

559 -- 560. Editorial
561 -- 583Cynthia B. Pérez, Gustavo Olague. Genetic programming as strategy for learning image descriptor operators
585 -- 602Lin Feng, Le Wang, Bo Jin. UT-Tree: Efficient mining of high utility itemsets from data streams
603 -- 626Jamil Alshaqsi, Wenjia Wang. Estimating the predominant number of clusters in a dataset
627 -- 648Luca Cagliero, Alessandro Fiori. Discovering generalized association rules from Twitter
649 -- 664Juanying Xie, Kate Hone, Weixin Xie, Xinbo Gao, Yong Shi, Xiaohui Liu. Extending twin support vector machine classifier for multi-category classification problems
665 -- 678Jun Won Lee, Christophe G. Giraud-Carrier. Automatic selection of classification learning algorithms for data mining practitioners
679 -- 695Rui Ji, Yupu Yang. Smooth support vector learning for fuzzy rule-based classification systems
697 -- 716Nima Hatami, Camelia Chira. Diverse accurate feature selection for microarray cancer diagnosis
717 -- 733Yongwook Shin, Jonghun Park. Feature identification for topical relevance assessment in feed search engines

Volume 17, Issue 3

365 -- 366. Editorial
367 -- 385Mohammad Reza Keyvanpour, Maryam Bahojb Imani. Semi-supervised text categorization: Exploiting unlabeled data using ensemble learning algorithms
387 -- 398Inae Choi, Kanghee Park, Hyunjung Shin. Sharpened graph ensemble for semi-supervised learning
399 -- 421Mahito Sugiyama, Akihiro Yamamoto. Semi-supervised learning on closed set lattices
423 -- 437Ning Chen, An Chen, Bernardete Ribeiro. Influence of class distribution on cost-sensitive learning: A case study of bankruptcy analysis
439 -- 457Marcelo Keese Albertini, Rodrigo Fernandes de Mello. Data stream dynamic clustering supported by Markov chain isomorphisms
459 -- 484Shaheen Khatoon, Guohui Li, Azhar Mahmood. Comparison and evaluation of source code mining tools and techniques: A qualitative approach
485 -- 505Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh. A study of K-Means-based algorithms for constrained clustering
507 -- 530Bhawna Mallick, Deepak Garg 0002, P. S. Grover. Incremental mining of sequential patterns: Progress and challenges
531 -- 558Matjaz Majnik, Zoran Bosnic. ROC analysis of classifiers in machine learning: A survey

Volume 17, Issue 2

177 -- 178. Editorial
179 -- 194Hadi Khosravi Farsani, Mohammadali Nematbaksh, Georg Lausen. Structure/attribute computation of similarities between nodes of a RDF graph with application to linked data clustering
195 -- 215Aída Jiménez, Fernando Berzal, Juan Carlos Cubero Talavera. Interestingness measures for association rules within groups
217 -- 231Hadi Zare, Adel Mohammadpour, Parham Moradi. A random projection approach for estimation of the betweenness centrality measure
233 -- 249Yongqiao Wang. Modeling financial dependence with support vector regression
251 -- 270Hamed Hassanzadeh, Mohammadreza Keyvanpour. A two-phase hybrid of semi-supervised and active learning approach for sequence labeling
271 -- 294S. Shankar, T. Purusothaman. A new utility-emphasized analysis for stock trading rules
295 -- 308Alborz Mazloomian, Hamid Beigy. Inferring signaling pathways using interventional data
309 -- 326G. Swapna, U. Rajendra Acharya, Subbhuraam Vinitha Sree, Jasjit S. Suri. Automated detection of diabetes using higher order spectral features extracted from heart rate signals
327 -- 341Thashmee Karunaratne, Henrik Boström, Ulf Norinder. Comparative analysis of the use of chemoinformatics-based and substructure-based descriptors for quantitative structure-activity relationship (QSAR) modeling
343 -- 363Elena Bellodi, Fabrizio Riguzzi. Expectation maximization over binary decision diagrams for probabilistic logic programs

Volume 17, Issue 1

1 -- 3Ruggero G. Pensa, Francesca Cordero, Céline Rouveirol, Rushed Kanawati. Guest Editorial
5 -- 25Oussama Allali, Clémence Magnien, Matthieu Latapy. Internal link prediction: A new approach for predicting links in bipartite graphs
27 -- 48Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi. Evolving networks: Eras and turning points
49 -- 69Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut. Discovering descriptive rules in relational dynamic graphs
71 -- 92Adriana Prado, Baptiste Jeudy, Élisa Fromont, Fabien Diot. Mining spatiotemporal patterns in dynamic plane graphs
93 -- 123Jana Schmidt, Asghar Ghorbani, Andreas Hapfelmeier, Stefan Kramer. Learning probabilistic real-time automata from multi-attribute event logs
125 -- 147Ilija Subasic, Bettina Berendt. Story graphs: Tracking document set evolution using dynamic graphs
149 -- 175Rudra M. Tripathy, Amitabha Bagchi, Sameep Mehta. Towards combating rumors in social networks: Models and metrics