Journal: Intell. Data Anal.

Volume 9, Issue 6

511 -- 525Grigorios Tsoumakas, Lefteris Angelis, Ioannis P. Vlahavas. Selective fusion of heterogeneous classifiers
527 -- 550Stergios Papadimitriou, Constantinos Terzidis. Efficient and interpretable fuzzy classifiers from data with support vector learning
551 -- 565Tianming Hu, Sam Yuan Sung. Consensus clustering
567 -- 588Jinyan Li, Limsoon Wong. Structural geography of the space of emerging patterns
589 -- 602Taghi M. Khoshgoftaar, Jason Van Hulse. Identifying noisy features with the Pairwise Attribute Noise Detection Algorithm
603 -- 620Chenyong Hu, Benyu Zhang, Yongji Wang, Shuicheng Yan, Zheng Chen, Qing Wang, Qiang Yang. Learning quantifiable associations via principal sparse non-negative matrix factorization

Volume 9, Issue 5

419 -- 438Hong-bin Shen, Jie Yang, Ningjiang Chen, Yifei Dong, Shitong Wang. Performing clustering analysis on collaborative models
439 -- 453P. Deepa Shenoy, K. G. Srinivasa, K. R. Venugopal, Lalit M. Patnaik. Dynamic Association Rule Mining using Genetic Algorithms
455 -- 472Arup Kumar Nandi, Frank Klawonn. Detecting and identifying ambiguities in regression problems: An approach using a modified mountain method
473 -- 486Malik Agyemang, Ken Barker, Reda Alhajj. Web outlier mining: Discovering outliers from web datasets
487 -- 508Taghi M. Khoshgoftaar, Pierre Rebours. Evaluating noise elimination techniques for software quality estimation

Volume 9, Issue 4

329 -- 345Saeed Hashemi. A linear wrapper for sample subset selection in atypical detection
347 -- 364Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao. Detecting noisy instances with the rule-based classification model
365 -- 380Jae-Moon Lee, Rafael A. Calvo. Scalable document classification
381 -- 395Tobias Scheffer. Finding association rules that trade support optimally against confidence
397 -- 415James Geller, Xuan Zhou, Kalpana Prathipati, Sripriya Kanigiluppai, Xiaoming Chen. Raising data for improved support in rule mining: How to raise and how far to raise

Volume 9, Issue 3

237 -- 251Wei-Chou Chen, Ming-Chun Yang, Shian-Shyong Tseng. A novel feature selection method for large-scale data sets
253 -- 271Yu He, Lihui Chen. A threshold criterion, auto-detection and its use in MST-based clustering
273 -- 288Antonin Rozsypal, Miroslav Kubat. Association mining in time-varying domains
289 -- 307Graeme Richards, Victor J. Rayward-Smith. The discovery of association rules from tabular databases comprising nominal and ordinal attributes
309 -- 326Taghi M. Khoshgoftaar, Kehan Gao, Nawal H. Ibrahim. Evaluating indirect and direct classification techniques for network intrusion detection

Volume 9, Issue 2

131 -- 158Lior Rokach, Oded Maimon. Feature set decomposition for decision trees
159 -- 174Martin Znidarsic, Marko Bohanec. Data-based revision of probability distributions in qualitative multi-attribute decision models
175 -- 188Marc Boullé. Optimal bin number for equal frequency discretizations in supervized learning
189 -- 205Clifford S. Thomas, Catherine A. Howie, Leslie S. Smith. A New Singly Connected Network Classifier based on Mutual Information
207 -- 217Shitong Wang, Korris Fu-Lai Chung, Hong-bin Shen. Fuzzy taxonomy, quantitative database and mining generalized association rules
219 -- 234Wei Huang, Yoshiteru Nakamori, Shouyang Wang, Tieju Ma. Mining scientific literature to predict new relationships

Volume 9, Issue 1

3 -- 27Taghi M. Khoshgoftaar, Shi Zhong, Vedang H. Joshi. Enhancing software quality estimation using ensemble-classifier based noise filtering
29 -- 42Christos Berberidis, Ioannis P. Vlahavas. Mining for weak periodic signals in time series databases
43 -- 57Chien-Yu Chen, Shien-Ching Hwang, Yen-Jen Oyang. Analysis and summarization of correlations in data cubes and its application in microarray data analysis
59 -- 82Jérémy Besson, Céline Robardet, Jean-François Boulicaut, Sophie Rome. Constraint-based concept mining and its application to microarray data analysis
83 -- 104Ferenc Bodon, Ioannis N. Kouris, Christos Makris, Athanasios K. Tsakalidis. Automatic discovery of locally frequent itemsets in the presence of highly frequent itemsets
105 -- 127Mathias Rossignol, Pascale Sébillot. Combining statistical data analysis techniques to extract topical keyword classes from corpora