Journal: Intell. Data Anal.

Volume 15, Issue 6

825 -- 826. Editorial
827 -- 841Jun Won Lee, Christophe G. Giraud-Carrier. A metric for unsupervised metalearning
843 -- 859Sareewan Dendamrongvit, Peerapon Vateekul, Miroslav Kubat. Irrelevant attributes and imbalanced classes in multi-label text-categorization domains
861 -- 887Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification
889 -- 911Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan. Mining sequential patterns with extensible knowledge representation
913 -- 929Ali Akramizadeh, Ahmad Afshar, Mohammad Bagher Menhaj. Exploration strategies in n-Person general-sum multiagent reinforcement learning with sequential action selection
931 -- 954Peter Darcy, Bela Stantic, Abdul Sattar. An intelligent approach to handle False-Positive Radio Frequency Identification Anomalies
955 -- 978Karim Tabia, Philippe Leray. Alert correlation: Severe attack prediction and controlling false alarm rate tradeoffs
979 -- 999Carlos Nascimento Silla Jr., Alex Alves Freitas. Selecting different protein representations and classification algorithms in hierarchical protein function prediction
1001 -- 1017Donald E. Brown, Fazel Famili, Gerhard Paass, Kate Smith-Miles, Lyn C. Thomas, Richard Weber, Ricardo A. Baeza-Yates, Cristián Bravo, Gaston L'Huillier, Sebastián Maldonado. Future trends in business analytics and optimization

Volume 15, Issue 5

653 -- 654. Editorial
655 -- 670Hanen Borchani, Pedro Larrañaga, Concha Bielza. Classifying evolving data streams with partially labeled data
671 -- 693Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic, Zoran Obradovic. Component-based decision trees for classification
695 -- 713Wei Peng, Tao Li. Tensor clustering via adaptive subspace iteration
715 -- 732Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas. Lazy attribute selection: Choosing attributes at classification time
733 -- 748Elena Montañés, José Ramón Quevedo, Maria M. Prieto. A greedy algorithm for dimensionality reduction in polynomial regression to forecast the performance of a power plant condenser
749 -- 761Waqas Ahmed Malik, Antony Unwin. Automated error detection using association rules
763 -- 777Toly Chen, Yi-Chi Wang. A fuzzy-neural approach for global CO2 concentration forecasting
779 -- 799Sang Ho Park, Ju-Hong Lee, Hyo-Chan Lee. Trend forecasting of financial time series using PIPs detection and continuous HMM
801 -- 823Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangelos E. Milios. Robust learning intrusion detection for attacks on wireless networks

Volume 15, Issue 4

465 -- 482Iwan Tri Riyadi Yanto, Tutut Herawan, Mustafa Mat Deris. Data clustering using variable precision rough set
483 -- 501Guy Shani, Asela Gunawardana, Christopher Meek. Unsupervised hierarchical probabilistic segmentation of discrete events
503 -- 532Sara Hajian, Mohammad Abdollahi Azgomi. A privacy preserving clustering technique for horizontally and vertically distributed datasets
533 -- 549Lan Umek, Blaz Zupan. Subgroup discovery in data sets with multi-dimensional responses
551 -- 569Unil Yun, Keun Ho Ryu, Eunchul Yoon. Weighted approximate sequential pattern mining within tolerance factors
571 -- 587Mahmood Deypir, Mohammad Hadi Sadreddini. EclatDS: An efficient sliding window based frequent pattern mining method for data streams
589 -- 611Indre Zliobaite. Combining similarity in time and space for training set formation under concept drift
613 -- 631Carlos Ordonez. Data set preprocessing and transformation in a database system
633 -- 652Masahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda. Learning information diffusion model in a social network for predicting influence of nodes

Volume 15, Issue 3

279 -- 298Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken. Bayesian network classifiers: Beyond classification accuracy
299 -- 318Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral. A memory efficient semi-Naive Bayes classifier with grouping of cases
319 -- 341Yu Qu, Hongye Su, Lichao Guo, Jian Chu. A novel SVM modeling approach for highly imbalanced and overlapping classification
343 -- 356Damir Krstinic, Ivan Slapnicar. Grid-based mode seeking procedure
357 -- 373Nguyen Duc Thang, Lihui Chen, Chee Keong Chan. Robust mixture model-based clustering with genetic algorithm approach
375 -- 398Dengyao Mo, Samuel H. Huang. Feature selection based on inference correlation
399 -- 411Jianping Yang, Hong-Zhong Huang, Qiang Miao, Rui Sun. A novel information fusion method based on Dempster-Shafer evidence theory for conflict resolution
413 -- 441Maria Halkidi, Diomidis Spinellis, George Tsatsaronis, Michalis Vazirgiannis. Data mining in software engineering
443 -- 462Jesus A. Gonzalez, Ivan Olmos, Leopoldo Altamirano Robles, Blanca A. Morales, Carolina Reta, Martha C. Galindo, Jose E. Alonso, Ruben Lobato. Leukemia identification from bone marrow cells images using a machine vision and data mining strategy

Volume 15, Issue 2

109 -- 130Victor J. Rayward-Smith. Measure based metrics for aggregated data
131 -- 149José Antonio Iglesias, Agapito Ledezma, Araceli Sanchís, Gal A. Kaminka. A plan classifier based on Chi-square distribution tests
151 -- 171Karim Pichara, Alvaro Soto. Active learning and subspace clustering for anomaly detection
173 -- 192Carlos Ordonez, Kai Zhao. Evaluating association rules and decision trees to predict multiple target attributes
193 -- 214Sergio Decherchi, Paolo Gastaldo, Fabio Sangiacomo, Alessio Leoncini, Rodolfo Zunino. Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications
215 -- 236Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano. An exploration of learning when data is noisy and imbalanced
237 -- 250Ning Chen, Armando Vieira, Bernardete Ribeiro, João Duarte, João Carvalho das Neves. A stable credit rating model based on learning vector quantization
251 -- 276Vegard Engen, Jonathan Vincent, Keith Phalp. Exploring discrepancies in findings obtained with the KDD Cup 99 data set

Volume 15, Issue 1

1 -- 0João Gama, Michael May. Ubiquitous Knowledge Discovery
3 -- 28João Gama, Pedro Pereira Rodrigues, Luís M. B. Lopes. Clustering distributed sensor data streams using local processing and reduced communication
29 -- 48Albert Bifet, Ricard Gavaldà. Mining frequent closed trees in evolving data streams
49 -- 68Benoît Depaire, Rafael Falcón, Koen Vanhoof, Geert Wets. PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments
69 -- 88Annalisa Appice, Michelangelo Ceci, Antonio Turi, Donato Malerba. A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets
89 -- 105Alice Marascu, Florent Masseglia. Atypicity detection in data streams: A self-adjusting approach