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ORCIDIntelligent Data Analysis, Volume 19
Volume 19, Number 1, 2015
- Editorial. 1-2
- Lydia Bouzar-Benlabiod, Salem Benferhat, Thouraya Bouabana-Tebibel:
Instantiated First Order Qualitative Choice Logic for an efficient handling of alerts correlation. 3-27 - Valentina Colla
, Marco Vannucci, Leonardo Maria Reyneri:
Artificial neural networks applied for estimating a probability density function. 29-41 - Chun-Wei Lin, Guo-Cheng Lan, Tzung-Pei Hong:
Mining high utility itemsets for transaction deletion in a dynamic database. 43-55 - William Eberle, Lawrence B. Holder:
Scalable anomaly detection in graphs. 57-74 - Mahmoud Mejdoub, Najib Ben Aoun, Chokri Ben Amar:
Bag of frequent subgraphs approach for image classification. 75-88 - Matija Polajnar, Janez Demsar:
Small network completion using frequent subnetworks. 89-108 - Hamed Movahedian, Mohammad Reza Khayyambashi:
A semantic recommender system based on frequent tag pattern. 109-126 - Ning Chen, Bernardete Ribeiro, An Chen:
Comparative study of classifier ensembles for cost-sensitive credit risk assessment. 127-144 - Jiaqiang Wan, Qingsheng Zhu, Dajiang Lei, Jiaxi Lu:
Outlier detection based on transitive closure. 145-160 - Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
Semantic-enriched visual vocabulary construction in a weakly supervised context. 161-185 - Kamyab Tahernezhad, Kimia Bazargan Lari, Ali Hamzeh, Sattar Hashemi:
HC-MOEA: A hierarchical clustering approach for increasing the solution's diversity in multiobjective evolutionary algorithms. 187-208
Volume 19, Number 2, 2015
- Editorial. 209-210
- Monireh Abdoos, Nasser Mozayani, Ana L. C. Bazzan:
Towards reinforcement learning for holonic multi-agent systems. 211-232 - Khalid M. Salama, Alex Alves Freitas:
Ant colony algorithms for constructing Bayesian multi-net classifiers. 233-257 - Catarina Dudas, Amos H. C. Ng, Henrik Boström:
Post-analysis of multi-objective optimization solutions using decision trees. 259-278 - Xue-Min Tan, Min-You Chen, John Q. Gan:
A co-training algorithm based on modified Fisher's linear discriminant analysis. 279-292 - Paula Brito, António Pedro Duarte Silva, José G. Dias:
Probabilistic clustering of interval data. 293-313 - Jie Wang:
Constrained matrix factorization for financial data clustering. 315-343 - Chun-Jiang Fu, Yu-Pu Yang:
A batch-mode active learning SVM method based on semi-supervised clustering. 345-358 - Souad Bouasker, Tarek Hamrouni, Sadok Ben Yahia:
Efficient mining of new concise representations of rare correlated patterns\m{1}. 359-390 - Juan J. Flores, Félix Calderón, Anastacio Antolino, Juan M. Garcia:
Network anomaly detection by continuous hidden markov models: An evolutionary programming approach. 391-412 - Guo-Cheng Lan, Tzung-Pei Hong, Hong-Yu Lee, Chun-Wei Lin:
Tightening upper bounds for mining weighted frequent itemsets. 413-429 - Hassan Saneifar, Stéphane Bonniol, Pascal Poncelet, Mathieu Roche:
Recognition of logical units in log files. 431-448 - Elham Ghanbari, Hamid Beigy:
Incremental RotBoost algorithm: An application for spam filtering. 449-468
Volume 19, Number 3, 2015
- Editorial. 469-470
- Bing Zhu, Changzheng He, Xiaoyi Jiang:
A consistency-based validation for data clustering. 471-484 - Hosein Alizadeh, Muhammad Yousefnezhad, Behrouz Minaei-Bidgoli:
Wisdom of Crowds cluster ensemble. 485-503 - Xi Zhao, Yong Shi, Lingfeng Niu:
Kernel based simple regularized multiple criteria linear program for binary classification and regression. 505-527 - Dah-Chin Luor:
A comparative assessment of data standardization on support vector machine for classification problems. 529-546 - Chang-Hwan Lee:
A multi-phase approach for classifying multi-dimensional sequence data. 547-561 - Kamran Kamaei, Hakan Altinçay:
Editing the nearest feature line classifier. 563-580 - Nuno Filipe Castro, Paulo J. Azevedo:
Automatically estimating iSAX parameters. 581-595 - Hadi Fanaee-T, João Gama:
EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance. 597-616 - Mohammadreza Valizadeh, Pavel Brazdil:
Density-based graph model summarization: Attaining better performance and efficiency. 617-629 - Frédéric Ros, Rachid Harba, Marco Pintore, Serge Guillaume:
A fast and flexible instance selection algorithm adapted to non-trivial database sizes. 631-658 - Yu Peng, Yong Xu, Datong Liu, Jun-Bao Li:
Locality structure preserving based feature selection for prognostics. 659-682 - Hyun Woo Byun, Seungho Baek, Jae Joon Ahn, Kyong Joo Oh, Tae Yoon Kim:
Using a principal component analysis for multi-currencies-trading in the foreign exchange market. 683-697
Volume 19, Number 4, 2015
- Editorial. 699-700
- Xijiong Xie, Shiliang Sun:
Multi-view twin support vector machines. 701-712 - Seokho Kang, Sungzoon Cho:
A novel multi-class classification algorithm based on one-class support vector machine. 713-725 - Chunjiang Fu, Yupu Yang:
Low density separation as a stopping criterion for active learning SVM. 727-741 - Shu-Xia Lu, Xizhao Wang, Guiqiang Zhang, Xu Zhou:
Effective algorithms of the Moore-Penrose inverse matrices for extreme learning machine. 743-760 - Pattaraporn Warintarawej, Marianne Huchard, Mathieu Lafourcade, Anne Laurent, Pierre Pompidor:
Software understanding: Automatic classification of software identifiers. 761-778 - Weimei Zhi, Huaping Guo, Ming Fan, Yangdong Ye:
Instance-based ensemble pruning for imbalanced learning. 779-794 - Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman:
Optimization overlap clustering based on the hybrid rough discernibility concept and rough K-Means. 795-823 - Hedayatollah Dallaki, Kimia Bazargan Lari, Ali Hamzeh, Sattar Hashemi, Ashkan Sami:
Scaling up the hybrid Particle Swarm Optimization algorithm for nominal data-sets. 825-844 - Mustansar Ali Ghazanfar:
Experimenting switching hybrid recommender systems. 845-877 - Young Min Kim, Sung Kwon Han, Tae Yoon Kim, Kyong Joo Oh, Zhiming Luo, Chiho Kim:
Intelligent stock market instability index: Application to the Korean stock market. 879-895 - Hossein Rahmani, Hendrik Blockeel, Andreas Bender:
Using a Human Disease Network for augmenting prior knowledge about diseases. 897-916 - Sajid Yousuf Bhat, Muhammad Abulaish:
OCMiner: A density-based overlapping community detection method for social networks. 917-947
Volume 19, Number 5, 2015
- Editorial. 949-951
- Daniel Gordon, Danny Hendler, Lior Rokach:
Fast and space-efficient shapelets-based time-series classification. 953-981 - Jidong Yuan, Zhihai Wang, Meng Han, Yange Sun:
A lazy associative classifier for time series. 983-1002 - Hossein Amirkhani, Mohammad Rahmati:
Expectation maximization based ordering aggregation for improving the K2 structure learning algorithm. 1003-1018 - Gert Loterman, Christophe Mues:
Learning algorithm selection for comprehensible regression analysis using datasetoids. 1019-1034 - Chong Su, Shenggen Ju, Yiguang Liu, Zhonghua Yu:
Improving PART algorithm with K-L divergence for imbalanced classification. 1035-1048 - Dang Cong Tran, Zhijian Wu, Changshou Deng:
An improved approach of particle swarm optimization and application in data clustering. 1049-1070 - Jerry Chun-Wei Lin, Tzung-Pei Hong, Wensheng Gan, Hsin-Yi Chen, Sheng-Tun Li:
Incrementally updating the discovered sequential patterns based on pre-large concept. 1071-1089 - Alexandr Katrutsa, Mikhail P. Kuznetsov, Konstantin V. Rudakov, Vadim V. Strijov:
Metric concentration search procedure using reduced matrix of pairwise distances. 1091-1108 - Oscar Martinez, Ranga Dabarera, Kamal Premaratne, Miroslav Kubat:
LDA-based probabilistic graphical model for excitation-emission matrices. 1109-1130 - Yajun Du, Xiuxia Tian, Wenjun Liu, Min Wang, Wen Song, Yongquan Fan, Xiaoming Wang:
A novel page ranking algorithm based on triadic closure and hyperlink-induced topic search. 1131-1149 - Masoud Makrehchi:
Evaluating feature ranking methods in text classifiers. 1151-1170 - Guanting Tang, Jian Pei, James Bailey, Guozhu Dong:
Mining multidimensional contextual outliers from categorical relational data. 1171-1192 - Erratum. 1193
Volume 19, Number 6, 2015
- Editorial. 1195-1197
- Dengchao He, Hongjun Zhang, Wenning Hao, Rui Zhang:
A robust parzen window mutual information estimator for feature selection with label noise. 1199-1212 - Harry Strange, Reyer Zwiggelaar:
Piecewise-linear manifold learning: A heuristic approach to non-linear dimensionality reduction. 1213-1232 - Mahdi Mohammadi, Bijan Raahemi, Ahmad Akbari:
A geometric density-based sample reduction method. 1233-1257 - Sebastián Maldonado, Julio López:
An embedded feature selection approach for support vector classification via second-order cone programming. 1259-1273 - Maria José Amorim, Margarida G. M. S. Cardoso:
Comparing clustering solutions: The use of adjusted paired indices. 1275-1296 - Andrés Eduardo Gutiérrez-Rodríguez, José Francisco Martínez Trinidad, Milton García-Borroto, Jesús Ariel Carrasco-Ochoa:
Mining patterns for clustering using unsupervised decision trees. 1297-1310 - Mansooreh Mirzaie, Ahmad Barani, Naser Nematbakkhsh, Majid Beigi:
OverDBC: A new density-based clustering method with the ability of detecting overlapped clusters from gene expression data. 1311-1321 - Mohammad Reza Ebrahimi Dishabi, Mohammad Abdollahi Azgomi:
Differential privacy preserving clustering in distributed datasets using Haar wavelet transform. 1323-1353 - Tuve Löfström, Henrik Boström, Henrik Linusson, Ulf Johansson:
Bias reduction through conditional conformal prediction. 1355-1375 - Wedad Hussein, Tarek F. Gharib, Rasha M. Ismail, Mostafa G. M. Mostafa:
An efficient framework based on usage and semantic data for next page prediction. 1377-1389 - Pedro F. B. Silva, Jaime S. Cardoso:
Differential scorecards for binary and ordinal data. 1391-1408 - Chong Su, Shenggen Ju, Yiguang Liu, Zhonghua Yu:
Improving Random Forest and Rotation Forest for highly imbalanced datasets. 1409-1432 - Author Index Volume 19 (2015). 1433-1440
Volume 19, Number s1, 2015
- Editorial. S1-S2
- Ralf Stecking, Klaus B. Schebesch:
Classification of credit scoring data with privacy constraints. S3-S18 - Siti Sakira Kamaruddin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Fauzias Mat Nor, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman, Ghassan Saleh Hussein:
A text mining system for deviation detection in financial documents. S19-S44 - Diego Avanzini, Alejandro Jara:
The use of data reduction techniques to assess systemic risk: An application to the Chilean banking system. S45-S67 - Joe Staines, David Barber:
Topic factor models: Uncovering thematic structure in equity market data. S69-S85 - Mimi Chong, Cristián Bravo, Matt Davison:
How much effort should be spent to detect fraudulent applications when engaged in classifier-based lending? S87-S101 - Pawan Lingras, Farhana Haider:
Partially ordered rough ensemble clustering for multigranular representations. S103-S116 - Julio López, Sebastián Maldonado:
Robust feature selection for multiclass Support Vector Machines using second-order cone programming. S117-S133 - Sebastián Maldonado:
Churn prediction via support vector classification: An empirical comparison. S135-S147 - Fábio Pinto, Carlos Soares, Pavel Brazdil:
Combining regression models and metaheuristics to optimize space allocation in the retail industry. S149-S162 - Alex Seret, Andreea Bejinaru, Bart Baesens:
Domain knowledge based segmentation of online banking customers. S163-S184
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