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12th IDEAL 2011: Paisley, UK
- Hujun Yin, Wenjia Wang, Victor J. Rayward-Smith:
Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings. Lecture Notes in Computer Science 6936, Springer 2011, ISBN 978-3-642-23877-2 - Alex Mace, Roberto Sommariva
, Zoë Fleming
Adaptive K-Means for Clustering Air Mass Trajectories. 1-8 - Masato Shirai, Takao Miura:
On Domain Independence of Author Identification. 9-16 - Tadeusz Lasota, Zbigniew Telec, Grzegorz Trawinski, Bogdan Trawinski:
Empirical Comparison of Resampling Methods Using Genetic Fuzzy Systems for a Regression Problem. 17-24 - Andrej Gisbrecht, Frank-Michael Schleif
Linear Time Heuristics for Topographic Mapping of Dissimilarity Data. 25-33 - Maria do Carmo Nicoletti, João Roberto Bertini Jr.
Interpreting Hidden Neurons in Boolean Constructive Neural Networks. 34-41 - Dominik Olszewski:
An Experimental Study on Asymmetric Self-Organizing Map. 42-49 - Luis Quesada, Fernando Berzal
A Language Specification Tool for Model-Based Parsing. 50-57 - German Diaz-Sanchez, Iván Piza-Dávila, Guillermo Sánchez-Díaz
Typical Testors Generation Based on an Evolutionary Algorithm. 58-65 - Marcin Ciecholewski
SVM Approach to Classifying Lesions in USG Images with the Use of the Gabor Decomposition. 66-75 - Oliver Beyer, Philipp Cimiano
Online Labelling Strategies for Growing Neural Gas. 76-83 - Ying Wu, Thomas K. Doyle
Multi-layer Topology Preserving Mapping for K-Means Clustering. 84-91 - Luke M. Davis, Barry-John Theobald, Andoni Toms, Anthony J. Bagnall:
On the Extraction and Classification of Hand Outlines. 92-99 - Noura Al Moubayed
Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation. 100-107 - Julian Szymanski
Categorization of Wikipedia Articles with Spectral Clustering. 108-115 - Shu-Heng Chen, Kuo-Chuan Shik:
Is Genetic Programming "Human-Competitive"? The Case of Experimental Double Auction Markets. 116-126 - Sandra García-Rodríguez, David Quintana
Portfolio Optimization Using SPEA2 with Resampling. 127-134 - Nikolay V. Manyakov
Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. 135-143 - Aftab Khan
Spectral Non-gaussianity for Blind Image Deblurring. 144-151 - Leandro Augusto da Silva, José Alfredo F. Costa
A Graph Partitioning Approach to SOM Clustering. 152-159 - Gema Bello Orgaz, Héctor D. Menéndez, David Camacho
Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm. 160-169 - Maybin K. Muyeba, Muhammad S. Khan, Spits Warnars
A Framework to Mine High-Level Emerging Patterns by Attribute-Oriented Induction. 170-177 - Jianmin Zhang, Weixia Xu, Jun Zhang, ShengYu Shen, Zhengbin Pang, Tiejun Li, Jun Xia, Sikun Li:
Finding First-Order Minimal Unsatisfiable Cores with a Heuristic Depth-First-Search Algorithm. 178-185 - Luis Quesada, Alejandro J. León:
3D Markerless Motion Tracking in Real-Time Using a Single Camera. 186-193 - Marcin Gorawski, Pawel Jureczek:
Extensions for Continuous Pattern Mining. 194-203 - Mark J. Brewer, Mika Sulkava, Harri Mäkinen, Mikko Korpela, Pekka Nöjd, Jaakko Hollmén:
Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase. 204-211 - Marcin Blachnik
Simplifying SVM with Weighted LVQ Algorithm. 212-219 - David A. Clifton, David Wong
Novelty Detection for Identifying Deterioration in Emergency Department Patients. 220-227 - Laura Maria Cannas, Nicoletta Dessì, Barbara Pes
A Hybrid Model to Favor the Selection of High Quality Features in High Dimensional Domains. 228-235 - Claudia Pommerenke, Benedikt Friedrich, Thorsten Johl, Lothar Jänsch, Susanne Häussler
A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data. 236-243 - Derrick Takeshi Mirikitani, Lisa Tsui, Lahcen Ouarbya:
Evolving Recurrent Neural Models of Geomagnetic Storms. 244-251 - Mokhairi Makhtar
Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications. 252-261 - Michael Rath
Modeling Design and Flow Feature Interactions for Automotive Synthesis. 262-270 - Joana Cósta
The Importance of Precision in Humour Classification. 271-278 - John Q. Gan
A Hybrid Approach to Feature Subset Selection for Brain-Computer Interface Design. 279-286 - Khaled Alotaibi, Victor J. Rayward-Smith, Beatriz de la Iglesia
Non-metric Multidimensional Scaling for Privacy-Preserving Data Clustering. 287-298 - Hamid Parvin
Iranian Cancer Patient Detection Using a New Method for Learning at Imbalanced Datasets. 299-306 - Gabriel Mihai, Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu:
Automated Image Annotation System Based on an Open Source Object Database. 307-316 - Oliver Kirkland, Victor J. Rayward-Smith, Beatriz de la Iglesia
A Novel Multi-Objective Genetic Algorithm for Clustering. 317-326 - Richard Harrison, Roger Birchall, Dave Mann, Wenjia Wang:
A Novel Ensemble of Distance Measures for Feature Evaluation: Application to Sonar Imagery. 327-336 - Michele Argiolas, Nicoletta Dessì:
Engineering Spatial Analysis in Real Estate Applications. 337-344 - Patryk Filipiak, Krzysztof Michalak
Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism. 345-352 - Rodolfo Garcia, Emerson Cabrera Paraiso
Multiobjective Optimization of Indexes Obtained by Clustering for Feature Selection Methods Evaluation in Genes Expression Microarrays. 353-360 - Christoph Gernert, Frank Klawonn
SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data. 361-368 - Miroslaw Kordos, Marcin Blachnik
Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process. 369-376 - Marcelo Azevedo Costa, Antônio de Pádua Braga
Gradient Descent Decomposition for Multi-objective Learning. 377-384 - Yan Jin, Yang Gao, Yinghuan Shi, Lin Shang, Ruili Wang, Yubin Yang:
P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model. 385-393 - Catarina Silva
Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning. 394-402 - Jason Lines
Classification of Household Devices by Electricity Usage Profiles. 403-412 - Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne:
From Fuzzy Association Rule Mining to Effective Classification Framework. 413-420 - Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel Özyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj:
From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. 421-428 - Miroslaw Kordos, Andrzej Cwiok:
A New Approach to Neural Network Based Stock Trading Strategy. 429-436 - Claudio J. F. de Medeiros, José Alfredo Ferreira Costa
A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes. 437-445 - Wesam M. Ashour, Saad Sunoallah:
Multi Density DBSCAN. 446-453 - Leticia Curiel, Bruno Baruque
Genetic Algorithms to Simplify Prognosis of Endocarditis. 454-462 - Lourdes Cecilia Sáiz Bárcena
Analyzing Key Factors of Human Resources Management. 463-473 - Phil Weber
A Principled Approach to the Analysis of Process Mining Algorithms. 474-481 - José Ramón Villar
Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process. 482-489 - James Burnstone, Hujun Yin:
Eigenlights: Recovering Illumination from Face Images. 490-497 - Qiao Li, Alexander J. MacGregor, Wenjia Wang:
Novel Data Mining Approaches for Detecting Quantitative Trait Loci of Bone Mineral Density in Genome-Wide Linkage Analysis. 498-509
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