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Intelligent Data Analysis, Volume 16
Volume 16, Number 1, 2012
- Editorial. 1-2
- Santiago Muelas, Antonio LaTorre
, José María Peña Sánchez:
A new methodology for the automatic creation of adaptive hybrid algorithms. 3-23 - Alípio Mário Jorge
Optimal leverage association rules with numerical interval conditions. 25-47 - Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa
CAR-NF: A classifier based on specific rules with high netconf. 49-68 - Zaher Al Aghbari, Ibrahim Kamel
On clustering large number of data streams. 69-91 - Márcia D. B. Oliveira
A framework to monitor clusters evolution applied to economy and finance problems. 93-111 - Parham Moradi
Automatic skill acquisition in reinforcement learning using graph centrality measures. 113-135 - Mona Okasha, Abdallah M. ElSheikh, Mohammed Al-Shalalfa, Ghada Naji, Reda Alhajj, Jon G. Rokne:
Functional characterization of drug-protein interactions network. 137-152 - Ana Alexandra A. F. Martins
Mapping atmospheric pollutants emissions in European countries. 153-164
Volume 16, Number 2, 2012
- Editorial. 165
- Li-Fei Chen
An improved particle swarm optimization for feature selection. 167-182 - Li-Yeh Chuang, Cheng-Hong Yang, Sheng-Wei Tsai:
Complementary distribution BPSO for feature selection. 183-198 - Marjan Kaedi, Nasser Ghasem-Aghaee:
Improving case-based reasoning in solving optimization problems using Bayesian optimization algorithm. 199-210 - Airel Pérez Suárez, José Francisco Martínez Trinidad
A dynamic clustering algorithm for building overlapping clusters. 211-232 - Dustin Baumgartner, Gürsel Serpen
A design heuristic for hybrid classification ensembles in machine learning. 233-246 - Ulf Johansson, Cecilia Sönströd, Tuve Löfström
Obtaining accurate and comprehensible classifiers using oracle coaching. 247-263 - AliReza Soroush, Ardeshir Bahreininejad
A hybrid customer prediction system based on multiple forward stepwise logistic regression mode. 265-278 - Pierre Loslever, L. Cauffriez, N. Caouder, F. Turgis, R. Copin:
A scale fuzzy windowing comparison applied to multivariate descriptive analysis. 279-303 - Shuzlina Abdul Rahman
An intelligent data pre-processing of complex datasets. 305-325 - Juan D. Velásquez:
Web site keywords: A methodology for improving gradually the web site text content. 327-348
Volume 16, Number 3, 2012
- Editorial. 349-350
- Pilsung Kang, Sungzoon Cho:
Support vector class description (SVCD): Classification in kernel space. 351-364 - Ghada Gasmi, Lotfi Lakhal, Yahya Slimani:
An incremental approach for maintaining functional dependencies. 365-381 - Tianming Hu, Sam Yuan Sung, Jing Sun
A linear transform scheme for building weighted scoring rules. 383-407 - Imane Bouraoui, Salim Chitroub, Ahmed Bouridane:
Does independent component analysis perform well for iris recognition? 409-426 - João Mendes-Moreira
Comparing state-of-the-art regression methods for long term travel time prediction. 427-449 - José Kadir Febrer-Hernández, José Hernández Palancar:
Sequential pattern mining algorithms review. 451-466 - Dominik Olszewski:
Employing Kullback-Leibler divergence and Latent Dirichlet Allocation for fraud detection in telecommunications. 467-485 - Siti Sakira Kamaruddin
Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function. 487-511 - Barbara Furletti, Franco Turini:
Knowledge discovery in ontologies. 513-534
Volume 16, Number 4, 2012
- Editorial. 535-536
- Amir Ghodrati, Shohreh Kasaei
Human action categorization using discriminative local spatio-temporal feature weighting. 537-550 - Laura E. Brown, Ioannis Tsamardinos, Douglas P. Hardin:
To feature space and back: Identifying top-weighted features in polynomial Support Vector Machine models. 551-579 - Tarek Hamrouni:
Key roles of closed sets and minimal generators in concise representations of frequent patterns. 581-631 - Seyed Mostafa Fakhrahmad
A new fuzzy rule-based classification system for word sense disambiguation. 633-648 - Anilu Franco-Arcega
Building fast decision trees from large training sets. 649-664 - Petr Berka:
Learning compositional decision rules using the KEX algorithm. 665-681 - Alexey Podlasov, Sabine Tan
Interactive state-transition diagrams for visualization of multimodal annotation. 683-702 - Luis Guerra, Víctor Robles
A comparison of clustering quality indices using outliers and noise. 703-715 - Daniele Apiletti, Elena Baralis, Giulia Bruno
MaskedPainter: Feature selection for microarray data analysis. 717-737 - Erratum. 739
Volume 16, Number 5, 2012
- Combined learning methods and mining complex data. 741-743
- Jin Huang, Jelber Sayyad-Shirabad, Stan Matwin
Improving multi-view semi-supervised learning with agreement-based sampling. 745-761 - Andrzej Janusz
Combining multiple predictive models using genetic algorithms. 763-776 - Jerzy Blaszczynski
IIvotes ensemble for imbalanced data. 777-801 - João Bártolo Gomes, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Tracking recurrent concepts using context. 803-825 - Torsten Schön, Alexey Tsymbal, Martin Huber:
Gene-pair representation and incorporation of GO-based semantic similarity into classification of gene expression data. 827-843
Volume 16, Number 6, 2012
- Editorial. 845-846
- Joaquín Abellán, Serafín Moral:
Determining dependence relations using a new score based on imprecise probabilities. 847-863 - Mladen Nikolic:
Measuring similarity of graph nodes by neighbor matching. 865-878 - Masoud Makrehchi, Mohamed S. Kamel
Feature ranking fusion for text classifier. 879-896 - Xiaoou Li
Fast classification for large data sets via random selection clustering and Support Vector Machines. 897-914 - D. F. Sameon, Siti Mariyam Shamsuddin, Roselina Sallehuddin
Compact classification of optimized Boolean reasoning with Particle Swarm Optimization. 915-931 - Rajalaxmi Ramasamy Rajammal
Effective sanitization approaches to hide sensitive utility and frequent itemsets. 933-951 - Viet Anh Nguyen
Mining of closed frequent subtrees from frequently updated databases. 953-967 - Jianyong Sun, Jonathan M. Garibaldi
A comparative study of novel robust clustering algorithms. 969-992 - Faraz Rasheed, Reda Alhajj:
Periodic pattern analysis of non-uniformly sampled stock market data. 993-1011
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