Journal: Intell. Data Anal.

Volume 20, Issue s1

0 -- 0Michal Kawulok, Jolanta Kawulok, Jakub Nalepa, Bogdan Smolka. Hybrid adaptation for detecting skin in color images
0 -- 0Ricardo Ocampo-Vega, Gildardo Sánchez-Ante, Marco A. de Luna, Roberto Vega, Luis E. Falcón-Morales, Humberto Sossa. Improving pattern classification of DNA microarray data by using PCA and logistic regression
0 -- 0Vladimir Ryazanov. About estimation of quality of clustering results via its stability
0 -- 0Gehová López-González, Nancy Arana-Daniel, Eduardo Bayro-Corrochano. Quaternion support vector classifier
0 -- 0Gerardo E. Altamirano-Gómez, Eduardo Bayro-Corrochano. Conformal geometric method for voting
0 -- 0Gabriel Hernández Sierra, José R. Calvo, Jean-François Bonastre. Speaker recognition using temporal information and session variability compensation in a binary framework
0 -- 0Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes García, Hugo Jair Escalante. EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection
0 -- 0. Editorial
0 -- 0Carlos Lara-Alvarez, Alfonso Rojas Domínguez. Geometric indexing for recognition of places based on expanded delaunay triangulation
0 -- 0Anselmo Ferreira, Jefersson A. dos Santos, Anderson Rocha. Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection
0 -- 0Yoanna Martínez-Díaz, Noslen Hernández, Heydi Méndez-Vázquez. Multi-face tracking based on spatio-temporal detections

Volume 20, Issue 6

1247 -- 1265Qingying Yu, Yonglong Luo, Chuanming Chen, Weixin Bian. Neighborhood relevant outlier detection approach based on information entropy
1267 -- 1284Shan Han, Xiaoning Jin, Jianxun Li. An assessment method for the impact of missing data in the rough set-based decision fusion
1285 -- 1305Hetal Bhavsar, Amit Ganatra. EuDiC SVM: A novel support vector machine classification algorithm
1307 -- 1328Xi Zhao, Qiyu Bai, Shiguo Bai. Simple nonparallel laplacian SVM for semi-supervised learning on binary classification problem
1329 -- 1350Mahdie Dehghan, Hamid Beigy, Poorya ZareMoodi. A novel concept drift detection method in data streams using ensemble classifiers
1351 -- 1384Ali-Asghar Safaei, Mehdi Mosaferi, Fatemeh Abdi. Answering ad-hoc continuous aggregate queries over data streams using Dynamic Prefix Aggregate Tree
1385 -- 1403Quentin Louveaux, A. Mathei, Sebastien Mathieu. Box search for the data mining of the key parameters of an industrial process
1405 -- 1423Zhengming Li, Qi Zhu, Yan Chen. A test sample oriented two-phase discriminative dictionary learning algorithm for face recognition
1425 -- 1439C. Devi Arockia Vanitha, D. Devaraj, M. Venkatesulu. Multiclass cancer diagnosis in microarray gene expression profile using mutual information and Support Vector Machine
1441 -- 1457Shin-Li Lu, Chen-Fang Tsai. The Markov-exponential grey model for efficient forecasting management
1459 -- 1475Indre Zliobaite, Mikhail Khokhlov. Optimal estimates for short horizon travel time prediction in urban areas
1477 -- 1502Carlos Rene Argueta, Fernando H. Calderon, Yi-Shin Chen. Multilingual emotion classifier using unsupervised pattern extraction from microblog data

Volume 20, Issue 5

979 -- 995Yihong Zhang, Claudia Szabo, Quan Z. Sheng. Reduce or remove: Individual sensor reliability profiling and data cleaning
997 -- 1019Arik Nemtsov, Amir Averbuch, Alon Schclar. Matrix compression using the Nyström method
1021 -- 1059Khalid M. Salama, Ashraf M. Abdelbar, Ismail M. Anwar. Data reduction for classification with ant colony algorithms
1061 -- 1084Anikó Vágner. The GridOPTICS clustering algorithm
1085 -- 1099Haocheng Wang, Fuzhen Zhuang, Xin Jin, Xiang Ao, Qing He. Bag of little bootstraps on features for enhancing classification performance
1101 -- 1113José Kadir Febrer-Hernández, Raudel Hernández-León, Claudia Feregrino Uribe, José Hernández Palancar. SPaC-NF: A classifier based on sequential patterns with high netconf
1115 -- 1132Ali Mehrizi, Hadi Sadoghi Yazdi. Semi-supervised GSOM integrated with extreme learning machine
1133 -- 1156Marcos Guerine, Isabel Rosseti, Alexandre Plastino. Extending the hybridization of metaheuristics with data mining: Dealing with sequences
1157 -- 1180Donggyu Kim, Unil Yun. Mining high utility itemsets based on the time decaying model
1181 -- 1198Shobhit S. Shakya, Jian Zhang, Bijaya Karki. ToPoMine: A graph miner for analysis of atom-dynamics simulation data in material science
1199 -- 1221Anis Ben Ishak, Asma Feki. A discriminating study between three categories of banks based on statistical learning approaches
1223 -- 1242Chia-Yu Shen, Hsiao-Fan Wang. Electricity load forecasting in a smart grid system

Volume 20, Issue 4

723 -- 743Qinrong Feng, Haibo Jing. Approximations and uncertainty measure- ments in ordered information systems
745 -- 765Miha Drole, Igor Kononenko. Closed world specialisation inside the induction process
767 -- 782Zahra Mirzamomen, Mohammad Reza Kangavari. Fuzzy min-max neural network based decision trees
783 -- 807Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier. Efficient local search for L_1 and L_2 binary matrix factorization
809 -- 824Hong-Tao Yu, Shou-Hui Wang, Qing-Qing Ma. Link prediction algorithm based on the Choquet fuzzy integral
825 -- 852Yibo Yao, Lawrence B. Holder. Incremental SVM-based classification in dynamic streaming networks
853 -- 875Gun Ho Lee. Grid-based dynamic clustering with grid proximity measure
877 -- 889Mohammadzaman Zamani, Hamid Beigy, Amirreza Shaban. Cascading randomized weighted majority: A new online ensemble learning algorithm
891 -- 913Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong. A fast maintenance algorithm of the discovered high-utility itemsets with transaction deletion
915 -- 931Wei Song, Chunhua Wang, Jinhong Li. Binary partition for itemsets expansion in mining high utility itemsets
933 -- 951Byron Oviedo, Serafín Moral, Amilkar Puris. A hierarchical clustering method: Applications to educational data
953 -- 974Mitra Montazeri. HHFS: Hyper-heuristic feature selection

Volume 20, Issue 3

481 -- 493Guoqing Chao, Shiliang Sun. Multi-kernel maximum entropy discrimination for multi-view learning
495 -- 514Peng Cheng, Ivan Lee, Chun-Wei Lin, Jeng-Shyang Pan. Association rule hiding based on evolutionary multi-objective optimization
515 -- 541Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma. Statistical relational learning for workflow mining
543 -- 560Saptarshi Chakraborty, Balakrishna Tripathy. Privacy preserving anonymization of social networks using eigenvector centrality approach
561 -- 574Sen Xu, Kung-Sik Chan, Tian Zhou, Jun Gao, Xianfeng Li, Xiaopeng Hua. A novel cluster ensemble approach effected by subspace similarity
575 -- 596Diana Moses, C. Deisy. m-CADE: A mobile based cardiovascular abnormality detection engine using efficient multi-domain feature combinations
597 -- 613Fubo Shao, KePing Li, Xiaoming Xu. Railway accidents analysis based on the improved algorithm of the maximal information coefficient
615 -- 635Mouna Ben Ishak, Philippe Leray, Nahla Ben Amor. Probabilistic relational model benchmark generation: Principle and application
637 -- 654Jingtian Hu, Andrew L. Ferguson. Global graph matching using diffusion maps
655 -- 677Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong, Hsin-Yi Chen, Sheng-Tun Li. An efficient algorithm to maintain the discovered frequent sequences with record deletion
679 -- 699Ehsan Pazouki, Mohammad Rahmati. Multiphase vs. single-phase variational level set approach for video data association
701 -- 717Xiaomei Wang, Bo Zhang, Fuping Zhang, Guowei Teng, Zuolei Sun, Jianming Wei. Toward robust activity recognition: Hierarchical classifier based on Gaussian Process

Volume 20, Issue 2

223 -- 256Marc Plantevit, Céline Robardet, Vasile-Marian Scuturici. Graph dependency construction based on interval-event dependencies detection in data streams
257 -- 280Hanen Borchani, Pedro Larrañaga, João Gama, Concha Bielza. Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers
281 -- 291elaheh rashedi, Abdolreza Mirzaei, Mohammad Rahmati. Optimized aggregation function in hierarchical clustering combination
293 -- 316Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire. Spatio-sequential patterns mining: Beyond the boundaries
317 -- 337Manuel S. Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz. A new algorithm for computing reducts based on the binary discernibility matrix
339 -- 355Jukka Saarenpää, Mikko Kolehmainen, Harri Niska. Identifying socio-demographically favourable area types for early hybrid electric vehicle adoption through mining of public sector data
357 -- 376Pinar Tüfekçi. Classification-based prediction models for stock price index movement
377 -- 393Mingxin Yu, Yingzi Lin, Jeffrey Breugelmans, Xiangzhou Wang, Yu Wang, Guanglai Gao, Xiaoying Tang. A spatial-temporal trajectory clustering algorithm for eye fixations identification
395 -- 415Heungmo Ryang, Unil Yun, Keun Ho Ryu. Fast algorithm for high utility pattern mining with the sum of item quantities
417 -- 438Manjai Lee, Byung-Won On. Effective social graph visualization techniques using friend and hierarchical matching
439 -- 453Sergio Consoli, Marco Turchi, Domenico Perrotta. A local search approach for generating directional data
455 -- 475Hossein Rahmani, Bijan Ranjbar Sahraei, Gerhard Weiss, Karl Tuyls. Entity resolution in disjoint graphs: An application on genealogical data

Volume 20, Issue 1

5 -- 27Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou. Query-sensitive distance measure selection for time series nearest neighbor classification
29 -- 45Xiangli Li, Peng Geng, Baozhi Qiu. A cluster boundary detection algorithm based on shadowed set
47 -- 65Fernando Perez-Tellez, John Cardiff, Paolo Rosso, David Pinto. Prototype/topic based clustering method for weblogs
67 -- 82Min-You Chen, Xue-Min Tan, Li Zhang. An iterative self-training support vector machine algorithm in brain-computer interfaces
83 -- 104Anis Ben Ishak. Variable selection using support vector regression and random forests: A comparative study
105 -- 128Anping Song, Xuehai Ding, Jianjiao Chen, Mingbo Li, Wei Cao, Ke Pu. Multi-objective association rule mining with binary bat algorithm
129 -- 151Mohammad Abbasi Rad, Ali Hamzeh. A coevolutionary approach to many objective optimization based on a novel ranking method
153 -- 165Edris Fattahi, Mahdi Bidar, Hamidreza Rashidy Kanan. Fuzzy Krill Herd (FKH): An improved optimization algorithm
167 -- 182Donghui Zhan, Houqing Lu, Wenning Hao, Dawei Jin. Improving particle swarm optimization: Using neighbor heuristic and Gaussian cloud learning
183 -- 197Hossein Rahmani, Hendrik Blockeel, Andreas Bender. Using a Human Drug Network for generating novel hypotheses about drugs
199 -- 218Maryam Hosseini-Pozveh, Kamran Zamanifar, Ahmad Reza Naghsh-Nilchi, Peter Dolog. Maximizing the spread of positive influence in signed social networks