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E-raamat: Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012, Proceedings, Part I

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  • Sari: Lecture Notes in Computer Science 7208
  • Ilmumisaeg: 15-Mar-2012
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Keel: eng
  • ISBN-13: 9783642289422
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  • Formaat: PDF+DRM
  • Sari: Lecture Notes in Computer Science 7208
  • Ilmumisaeg: 15-Mar-2012
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Keel: eng
  • ISBN-13: 9783642289422

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The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012.

The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations.
Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management
1(12)
Yu-Neng Fan
Ching-Chin Chern
Case-Based Argumentation Infrastructure for Agent Societies
13(12)
Jaume Jordan
Stella Heras
Vicente Julian
The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses
25(12)
Piotr Skupin
Mieczyslaw Metzger
Agent Capability Taxonomy for Dynamic Environments
37(12)
Jorge Aguero
Miguel Rebollo
Carlos Carrascosa
Vicente Julian
Modeling Internet as a User-Adapted Speech Service
49(12)
David Griol
Javier Carbo
Jose Manuel Molina
HAIS Applications
Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling
61(10)
Ricardo Cruz
Andres Ortiz
Ana M. Barbancho
Isabel Barbancho
Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis
71(8)
IL-Ho Yang
Min-Seok Kim
Byung-Min So
Myung-Jae Kim
Ha-Jin Yu
Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting
79(12)
Andres Sanz-Garcia
Julio Fernandez-Ceniceros
Fernando Antonanzas-Torres
F. Javier Martinez-de-Pison-Ascacibar
A Social Network-Based Approach to Expert Recommendation System
91(12)
Elnaz Davoodi
Mohsen Afsharchi
Keivan Kianmehr
Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata
103(12)
Javier de Lope
Dario Maravall
Yadira Quinonez
Lipreading Procedure for Liveness Verification in Video Authentication Systems
115(10)
Agnieszka Owczarek
Krzysztof Slot
Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight
125(12)
S. Zeghlache
D. Saigaa
K. Kara
Abdelghani Harrag
A. Bouguerra
Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option
137(10)
Giuliano Armano
Camelia Chira
Nima Hatami
Spontaneous Facial Expression Recognition: Automatic Aggression Detection
147(12)
Ewa Piatkowska
Jerzy Martyna
A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities
159(15)
Virginia Yannibelli
Analia Amandi
Hunting for Fraudsters in Random Forests
174(12)
R.M. Konijn
W. Kowalczyk
Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process
186(10)
Vladimir Bukhtoyarov
Eugene Semenkin
Andrey Shabalov
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks
196(12)
Rattan Priya
Bruno Feres de Souza
Andre L.D. Rossi
Andre C.P.L.F. de Carvalho
Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution
208(13)
Dragan Simic
Svetlana Simic
Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation
221(10)
Yuchen Liu
Kai Xiao
Alei Liang
Haibing Guan
A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm
231(12)
Liang Pang
Kai Xiao
Alei Liang
Haibing Guan
Cluster Analysis
k-Means Clustering of Asymmetric Data
243(12)
Dominik Olszewski
A Max Metric to Evaluate a Cluster
255(12)
Hosein Alizadeh
Hamid Parvin
Sajad Parvin
Zahra Rezaei
Moslem Mohamadi
Nearest Cluster Classifier
267(9)
Hamid Parvin
Moslem Mohamadi
Sajad Parvin
Zahra Rezaei
Behrouz Minaei
Diffusion Maps for the Description of Meteorological Data
276(12)
Angela Fernandez
Ana M. Gonzalez
Julia Diaz
Jose R. Dorronsoro
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees
288(10)
Marcin Blachnik
Miroslaw Kordos
Data Mining and Knowledge Discovery
Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm
298(11)
Jungan Chen
Feng Liang
Zhaoxi Fang
White Box Classification of Dissimilarity Data
309(13)
Barbara Hammer
Bassam Mokbel
Frank-Michael Schleif
Xibin Zhu
On Ensemble Classifiers for Nonintrusive Appliance Load Monitoring
322(10)
Oliver Kramer
O. Wilken
P. Beenken
A. Hein
A. Huwel
T. Klingenberg
C. Meinecke
T. Raabe
M. Sonnenschein
Lee Path Replanner for Partially-Known Environments
332(11)
Maciej Polanczyk
Przemyslaw Baranski
Michal Strzelecki
Krzysztof Slot
Stroke Based Handwritten Character Recognition
343(9)
D. Alvarez
R. Fernandez
L. Sanchez
KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs
352(13)
Aniello Minutolo
Massimo Esposito
Giuseppe De Pietro
Integration of Intelligent Information Technologies Ensembles for Modeling and Classification
365(10)
Andrey Shabalov
Eugene Semenkin
Pavel Galushin
Fusion of Modular Bayesian Networks for Context-Aware Decision Making
375(10)
Seung-Hyun Lee
Sung-Bae Cho
Evolutionary Computation
Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator
385(12)
Miguel Cardenas-Montes
Miguel A. Vega-Rodriguez
Antonio Gomez-Iglesias
Hybrid Multi-objective Machine Learning Classification in Liver Transplantation
397(12)
M. Perez-Ortiz
M. Cruz-Ramirez
J.C. Fernandez-Caballero
C. Hervas-Martinez
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy
409(12)
Miroslaw Kordos
Jerzy Piotrowski
Szymon Bialka
Marcin Blachnik
Slawomir Golak
Tadeusz Wieczorek
Evolutionary Neural Networks for Product Design Tasks
421(8)
Angela Bernardini
Javier Asensio
Jose Luis Olazagoitia
Jorge Biera
An Incremental Hypersphere Learning Framework for Protein Membership Prediction
429(11)
Noel Lopes
Daniel Correia
Carlos Pereira
Bernardete Ribeiro
Antonio Dourado
An Evolutionary Approach to Generate Solutions for Conflict Scenarios
440(12)
Davide Carneiro
Cesar Analide
Paulo Novais
Jose Neves
Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue
452(12)
Jose L. Guerrero
Antonio Berlanga
Jose Manuel Molina
Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution
464(10)
Christoph Bergmeir
Isaac Triguero
Francisco Velasco
Jose Manuel Benitez
ReactGA - The Search Space Transformation for the Local Optimum Escaping
474(11)
Radoslaw Ziembinski
Learning Algorithms
PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data
485(12)
Xiaohui Wu
Meishuang Tang
Junfeng Yao
Shuiyuan Lin
Zhe Xiang
Guoli Ji
How to Reduce Dimension while Improving Performance
497(12)
Abdelghani Harrag
D. Saigaa
A. Bouchelaghem
M. Drif
S. Zeghlache
N. Harrag
On How Percolation Threshold Affects PSO Performance
509(12)
Blanca Cases
Alicia D'Anjou
Abdelmalik Moujahid
Pollen Grains Contour Analysis on Verification Approach
521(12)
Norma Monzon Garcia
Victor Alfonso Elizondo Chaves
Juan Carlos Briceno
Carlos M. Travieso
Modelling Stress Recognition in Conflict Resolution Scenarios
533(12)
Marco Gomes
Davide Carneiro
Paulo Novais
Jose Neves
Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint
545(12)
Julio Fernandez-Ceniceros
Andres Sanz-Garcia
Fernando Antonanzas-Torres
F. Javier Martinez-de-Pison-Ascacibar
A Hybrid Classical Approach to a Fixed-Charged Transportation Problem
557(10)
Camelia-M. Pintea
Corina Pop Sitar
Mara Hajdu-Macelaru
Pop Petrica
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints
567(10)
Juan Carlos Figueroa-Garcia
German Hernandez
Systems, Man, and Cybernetics by HAIS
Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques
577(11)
Ramon Ferreiro Garcia
Jose Luis Calvo Rolle
Francisco Javier Perez Castelo
Modeling an Operating System Based on Agents
588(12)
Javier Palanca Camara
Marti Navarro
Estefania Argente
Ana Garcia-Fornes
Vicente Julian
An Empirical Comparison of Some Approximate Methods for Graph Coloring
600(10)
Israel Rebollo-Ruiz
Manuel Grana
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems
610(12)
Patryk Filipiak
Krzysztof Michalak
Piotr Lipinski
Non-linear Data Stream Compression: Foundations and Theoretical Results
622(13)
Alfredo Cuzzocrea
Hendrik Decker
Reasoning with Qualitative Velocity: Towards a Hybrid Approach
635(12)
J. Golinska-Pilarek
E. Munoz-Velasco
Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification
647(8)
Lei Zhang
Lin Wang
Xujiewen Wang
Keke Liu
Ajith Abraham
Improving Evolved Alphabet Using Tabu Set
655(12)
Jan Platos
Pavel Kromer
Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds
667(10)
Mostafa A. Salama
About Ella Hassanien
Jan Platos
Aly A. Fahmy
Vaclav Snasel
A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control
677(13)
Jose Luis Calvo-Rolle
Emilio Corchado
Hector Quintian-Pardo
Ramon Ferreiro Garcia
Jesus Angel Roman
Pedro Antonio Hernandez
SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases
690(15)
Harleen Kaur
Ritu Chauhan
Mohd. Afshar Alam
Syed Aljunid
Mohd. Salleh
Author Index 705