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ORCIDIntelligent Data Analysis, Volume 18
Volume 18, Number 1, 2014
- Special Issue on Business Analytics and Intelligent Optimization. 1-2
- Thomas Verbraken, Wouter Verbeke
, Bart Baesens:
Profit optimizing customer churn prediction with Bayesian network classifiers. 3-24 - Philip Wilcox, Timothy M. Horton, Eunseog Youn, Myong K. Jeong, Derrick Tate, Timothy Herrman, Christian Nansen:
Evolutionary refinement approaches for band selection of hyperspectral images with applications to automatic monitoring of animal feed quality. 25-42 - Pablo E. Román, Robert F. Dell, Juan D. Velásquez, Pablo S. Loyola:
Identifying user sessions from web server logs with integer programming. 43-61 - Milos Jovanovic, Boris Delibasic, Milan Vukicevic, Milija Suknovic, Milan Martic:
Evolutionary approach for automated component-based decision tree algorithm design. 63-77 - Pakize Taylan, Fatma Yerlikaya-Özkurt, Gerhard-Wilhelm Weber:
An approach to the mean shift outlier model by Tikhonov regularization and conic programming. 79-94 - Sebastián Maldonado, Claudio Montecinos:
Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers. 95-112
Volume 18, Number 2, 2014
- Editorial. 115-116
- Keke Chen:
Optimizing star-coordinate visualization models for effective interactive cluster exploration on big data. 117-136 - Rajhans Mishra, Pradeep Kumar, Bharat Bhasker:
An alternative approach for clustering web user sessions considering sequential information. 137-156 - Abdenebi Rouigueb, Salim Chitroub, Ahmed Bouridane:
Density estimation of high dimensional data using ICA and Bayesian networks. 157-179 - Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Unsupervised density-based behavior change detection in data streams. 181-201 - Hualong Yu, Jun Ni, Sen Xu, Bin Qin, Hengrong Jv:
Estimating harmfulness of class imbalance by scatter matrix based class separability measure. 203-216 - Nichnan Kittiphattanabawon, Thanaruk Theeramunkong, Ekawit Nantajeewarawat:
Region-based association measures for ranking mined news relations. 217-241 - Yun Sing Koh, Russel Pears:
Efficient negative association rule mining based on chance thresholds. 243-260 - Jun Won Lee, Christophe G. Giraud-Carrier:
On the dangers of default implementations: The case of radial basis function networks. 261-279 - Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Qazi Mudassar Ilyas, Xuwang Yin:
A central tendency-based privacy preserving model for sensitive XML association rules using Bayesian networks. 281-303 - Jorge Morales, Jesus A. Gonzalez, Carlos A. Reyes García, Leopoldo Altamirano Robles:
Transition regions detection from satellite images based on evolutionary region growing segmentation. 305-316
Volume 18, Number 3, 2014
- Editorial. 317-318
- Karim Pichara, Alvaro Soto:
Local feature selection using Gaussian process regression. 319-336 - Lei Du, Qinbao Song, Xiaolin Jia:
Detecting concept drift: An information entropy based method using an adaptive sliding window. 337-364 - Arnau Padrol, Victor Muntés-Mulero:
Graph anonymization via metric embed-dings: Using classical anonymization for graphs. 365-388 - Hosein Alizadeh, Behrouz Minaei-Bidgoli, Hamid Parvin:
Cluster ensemble selection based on a new cluster stability measure. 389-408 - Sarra Ben Hariz, Zied Elouedi:
New dynamic clustering approaches within belief function framework. 409-428 - Junhai Zhai, Meng-Yao Zhai, Xiao-Meng Kang:
Condensed fuzzy nearest neighbor methods based on fuzzy rough set technique. 429-447 - Xueying Zhang, Qinbao Song:
Predicting the number of nearest neighbors for the k-NN classification algorithm. 449-464 - Isaac Nickaein, Mohammad Rahmati, Nazanin Hamzei:
Support vector regression for rate prediction in distributed video coding. 465-477 - Scott H. Burton, Richard G. Morris, Christophe G. Giraud-Carrier, Joshua H. West, Rosemary Thackeray:
Mining useful association rules from questionnaire data. 479-494 - Guopeng Li, Zhisong Pan, Bo Xiao, Liwei Huang:
Community discovery and importance analysis in social network. 495-510 - Zahra Rahaie, Hamid Beigy:
Expertness framework in multi-agent systems and its application in credit assignment problem. 511-528
Volume 18, Number 4, 2014
- Editorial. 529-530
- Natalia Novoselova:
An algorithm to estimate the stability of the individual clusters in the hierarchical context. 531-546 - Seyed Mehdi Vahidipour, Abdolreza Mirzaei, Mohammad Rahmati:
Comparing weighted combination of hierarchical clustering based on Cophenetic measure. 547-559 - Yeming Hu, Evangelos E. Milios, James Blustein:
Interactive document clustering with feature supervision through reweighting. 561-581 - Mohammad Reza Ebrahimi Dishabi, Mohammad Abdollahi Azgomi:
Differential privacy preserving clustering based on Haar wavelet transform. 583-608 - Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay:
Discovery of temporal neighborhoods through discretization methods. 609-636 - Arthur A. Shaw, N. P. Gopalan:
Finding longest frequent trajectory of dynamic objects using association approaches. 637-651 - Ying-Ho Liu:
Mining maximal frequent patterns from univariate uncertain data. 653-676 - Jelena Graovac:
A variant of n-gram based language- independent text categorization. 677-695 - Lei Zhao, Musa A. Mammadov, John Yearwood:
A new loss function for robust classification. 697-715 - Peerapon Vateekul, Miroslav Kubat, Kanoksri Sarinnapakorn:
Hierarchical multi-label classification with SVMs: A case study in gene function prediction. 717-738 - Huey Fang Ong, Norwati Mustapha, Md Nasir Sulaiman:
An integrative gene selection with association analysis for microarray data classification. 739-758
Volume 18, Number 5, 2014
- Editorial. 759-760
- Albrecht Zimmermann:
Understanding episode mining techniques: Benchmarking on diverse, realistic, artificial data. 761-791 - Saeed Reza Aghabozorgi, Ying Wah Teh:
Clustering of large time series datasets. 793-817 - Jordi Balasch-Masoliver, Victor Muntés-Mulero, Jordi Nin:
Using genetic algorithms for attribute grouping in multivariate microaggregation. 819-836 - Alessia Visconti, Francesca Cordero, Ruggero G. Pensa:
Leveraging additional knowledge to support coherent bicluster discovery in gene expression data. 837-855 - Deniz Akdemir, Jean-Luc Jannink:
Ensemble learning with trees and rules: Supervised, semi-supervised, unsupervised. 857-872 - Darko Pevec, Igor Kononenko:
Input dependent prediction intervals for supervised regression. 873-887 - Takuro Kutsuna, Akihiro Yamamoto:
A parameter-free approach for one-class classification using binary decision diagrams. 889-910 - Alfonso E. Romero, Luis M. de Campos:
A probabilistic methodology for multilabel classification. 911-926 - Amin Allahyar, Hadi Sadoghi Yazdi:
Online discriminative component analysis feature extraction from stream data with domain knowledge. 927-951 - Hamed Movahedian, Mohammad Reza Khayyambashi:
A tag-based recommender system using rule-based collaborative profile enrichment. 953-972 - Pedro Henriques Abreu, Daniel Castro Silva, João Portela, João Mendes-Moreira, Luís Paulo Reis:
Using model-based collaborative filtering techniques to recommend the expected best strategy to defeat a simulated soccer opponent. 973-991 - Erratum. 993
Volume 18, Number 6, 2014
- Editorial. 995-996
- David Picado-Muiño, Christian Borgelt:
Frequent item set mining for sequential data: Synchrony in neuronal spike trains. 997-1012 - Chun-Wei Lin, Tzung-Pei Hong, Wen-Yang Lin, Guo-Cheng Lan:
Efficient updating of sequential patterns with transaction insertion. 1013-1026 - Heungmo Ryang, Unil Yun, Keun Ho Ryu:
Discovering high utility itemsets with multiple minimum supports. 1027-1047 - Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan:
Frequent positive and negative (FPN) itemset approach for outlier detection. 1049-1065 - Khoat Than, Tu Bao Ho:
Modeling the diversity and log-normality of data. 1067-1088 - Peng Cao, Dazhe Zhao, Osmar R. Zaïane:
Hybrid probabilistic sampling with random subspace for imbalanced data learning. 1089-1108 - Wanthanee Prachuabsupakij, Nuanwan Soonthornphisaj:
Cluster-based sampling of multiclass imbalanced data. 1109-1135 - Ehsan Adeli-Mosabbeb, Mahmood Fathy:
Distributed matrix completion for large-scale multi-label classification. 1137-1151 - Nahid Taherian, Mohammad Ebrahim Shiri:
Q*-based state abstraction and knowledge discovery in reinforcement learning. 1153-1175 - Luciana O. Silva, Luis E. Zárate:
A brief review of the main approaches for treatment of missing data. 1177-1198 - Stamatina Thomaidou, Kyriakos Liakopoulos, Michalis Vazirgiannis:
Toward an integrated framework for automated development and optimization of online advertising campaigns. 1199-1227
Volume 18, Number Supplement, 2014
- Special Issue of IDA devoted to CIARP 2013. S1-S3
- Octavio Loyola-González, Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
An empirical comparison among quality measures for pattern based classifiers. S5-S17 - Gabriel Martos, Alberto Muñoz, Javier González:
Generalizing the Mahalanobis distance via density kernels. S19-S31 - Henry Rosales-Méndez, Yunior Ramírez-Cruz:
Addressing the validation of overlapping clustering algorithms. S33-S45 - João M. M. Duarte, Ana L. N. Fred, F. Jorge F. Duarte:
Constraint acquisition methods for data clustering. S47-S64 - Chunfeng Song, Yongzhen Huang, Feng Liu, Zhenyu Wang, Liang Wang:
Deep auto-encoder based clustering. S65-S76 - Gonzalo Nápoles, Rafael Bello, Koen Vanhoof:
How to improve the convergence on sigmoid Fuzzy Cognitive Maps? S77-S88 - Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández Palancar:
Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers. S89-S100 - Jorge A. Vanegas, Fabio A. González:
Image indexing using regularized online non-negative semantic embedding. S101-S114
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