Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings 2
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| Sprache: | English |
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| Schriftenreihe: | Lecture notes in computer science
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| 020 | |a 9783642158216 |9 978-3-642-15821-6 | ||
| 020 | |a 3642158218 |9 3-642-15821-8 | ||
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| 245 | 1 | 0 | |a Artificial neural networks - ICANN 2010 |b 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings |n 2 |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2010 | |
| 300 | |a XVI, 543 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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Datensatz im Suchindex
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|---|---|
| DE-BY-TUM_katkey | 1744803 |
| DE-BY-TUM_media_number | 040010237855 |
| _version_ | 1816713537016299520 |
| adam_text | Table
of
Contents
-
Part
II
Kernel Algorithms
—
Support
Vector
Machines
Convergence Improvement of
Active
Set Training for
Support
Vector
Regressors
...................................................... 1
Shigeo
Abe
and Ryousuke Yabuwaki
The Complex Gaussian
Kernel LMS
Algorithm
...................... 11
Pantelis
Bouboulis and
Sergios
Theodoridis
Support
Vector
Machines-Kernel Algorithms for the
Estimation
of the
Water Supply in Cyprus
.......................................... 21
Fotis Mañs, Lazaros
Iliadis, Stavros
Tachos,
Athanasios Loukas,
Шапа
Spartali,
Apostólos
Vassileiou, and
Elias Pimenidis
Faster Directions for Second Order
SMO
............................ 30
Alvaro Barbero
and
José
R. Dorronsoro
Almost Random Projection Machine with Margin Maximization
....... 40
Tomasz Maszczyk
and
Włodzisław Duch
A New Tree Kernel Based on SOM-SD
............................. 49
Fabio
Aiolli,
Giovanni Da San Martino,
and
Alessandro Sperduti
Kernel-Based Learning from Infinite Dimensional
2-
Way Tensors
....... 59
Marco Signoretto,
Lieven De Lathauwer,
and
Johan A.K. Suykens
Semi-supervised Facial Expressions Annotation Using Co-Training with
Fast Probabilistic Tri-Class SVMs
.................................. 70
Mohamed
Farouk
Abdel
Hady,
Martin Schels,
Friedhelm Schwenker,
and
Günther Palm
An Online Incremental Learning Support Vector Machine for
Large-Scale Data
................................................ 76
Jun
Zheng,
Hui
Yu, Furao Shen, and Jinxi Zhao
A Common Framework for the Convergence of the GSK,
MDM
and
SMO
Algorithms
................................................. 82
Jorge
López
and
José R.
Dorronsoro
The Support Feature Machine for Classifying with the Least Number
of Features
...................................................... 88
Sascha
Klement
and Thomas Martinetz
XII Table of
Contents -
Part
II
Knowledge Engineering and Decision Making
Hidden Markov Model for Human Decision Process in a Partially
Observable Environment
.......................................... 94
Masahiro
Adomi,
Yumi Shikauchi, and Shin Ishii
Representing, Learning and Extracting Temporal Knowledge from
Neural Networks: A Case Study
.................................... 104
Rafael V.
Borges, Artur
d Avila Garcez, and Luis C. Lamb
Recurrent ANN
Multi-Dimensional Deep Memory Atari-Go Players for Parameter
Exploring Policy Gradients
........................................ 114
Mandy
Grüttner,
Frank Sehnke, Tom Schaul, and
Jürgen Schmidhuber
Layered Motion Segmentation with a Competitive Recurrent
Network
........................................................ 124
Julian Eggert, Joerg Deigmoeller, and
Volker Willert
Selection of Training Data for Locally Recurrent Neural Network
...... 134
Krzysztof
Patán
and
Maciej
Patán
A Statistical Appraoch to Image Reconstruction from Projections
Problem Using Recurrent Neural Network
........................... 138
Robert Cierniak
A Computational System of Metaphor Generation with Evaluation
Mechanism
...................................................... 142
Asuka Terai and Masanori Nakagawa
Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir
Networks
....................................................... 148
Christian Emmerich,
René
Felix
Reinhart,
and
Jochen
Jakob
Steil
Action Classification in Soccer Videos with Long Short-Term Memory
Recurrent Neural Networks
........................................ 154
Moez Baccouche,
Franck
Mamalet,
Christian Wolf,
Christophe
Garcia, and
Atilla
Baskurt
Reinforcement Learning
A Hebbian-Based Reinforcement Learning Framework for
Spike-Timing-Dependent Synapses
................................. 160
Karira
El-Laithy and Martin
Bogdan
Table
of Contents
-
Part II
XIII
An Incremental Probabilistic Neural Network for Regression and
Reinforcement Learning Tasks
..................................... 170
Milton Roberto
Heinén
and Paulo Martins
Engel
Using Reinforcement Learning to Guide the Development of
Self-organised Feature Maps for Visual Orienting
..................... 180
Kevin Brohan, Kevin Gurney, and
Piotr Dudek
Exploring Continuous Action Spaces with Diffusion Trees for
Reinforcement Learning
........................................... 190
Christian
Vollmer, Erik
Schaffernicht, and
Horst-Michael
Gross
An Alternative Approach to the Revision of Ordinal Conditional
Functions in the Context of
Multi-
Valued Logic
...................... 200
Klaus
Häming
and
Gabriele
Peters
One-Shot Supervised Reinforcement Learning for Multi-targeted Tasks:
RL-SAS
........................................................ 204
Johane
Takeuchi and Hiroshi Tsujino
An Oscillatory Neural Network Model for Birdsong Learning and
Generation
...................................................... 210
Maya Manaithunai, Srinivasa Chakravarthy, and
Ravindran
Balaraman
A Computational Neuromotor Model of the Role of Basal Ganglia and
Hippocampus in Spatial Navigation
................................ 216
Deepika Sukumar and Srinivasa Chakravarthy
Reinforcement Learning Based Neural Controllers for Dynamic
Processes without Exploration
..................................... 222
Frank-Florian
Steege,
André Hartmann, Erik
Schaffernicht, and
Horst-Michael
Gross
A Neurocomputational Model of Nicotine Addiction Based on
Reinforcement Learning
........................................... 228
Selin
Metin
and Neslihan Serap
Sengör
Robotics
■
с
Teaching Humanoids to Imitate Shapes of Movements
............... 234
Vishwanathan Mohan, Giorgio
Metta, Jacopo Zenzeri,
and
Pietro Morasso
The Dynamics of a Neural Network of Coupled Phase Oscillators with
Synaptic Plasticity Controlling.a Minimally Cognitive Agent
.......... 245
Renan C.
Moioli, Patricia A. Vargas, and Phil Husbands
XIV Table of
Contents -
Part
II
Integrative
Learning between Language and Action: A Neuro-Robotics
Experiment
..................................................... 256
Hiroaki
Arie, Tetsuro
Endo, Sungmoon Jeong,
Minho
Lee,
Shigeki
Sugano,
and
Jun
Tani
Sliding Mode Control of Robot Based on Neural Network Model with
Positive Definite Inertia Matrix
.................................... 266
Jakub Możaryn
and
Jerzy
E.
Kurek
Hardware
Implementation of a CPG-Based Locomotion Control for
Quadruped Robots
............................................... 276
Jose Hugo Barron-Zambrano, Cesar Torres-Huitzil, and
Bernard
Girau
Evolutionary Strategies Used for the Mobile Robot Trajectory Tracking
Control
......................................................... 286
Adriana
Serbeneu,
Adrian Emanoil
Serbeneu,
and
Daniela
Cristina Cernega
A Novel Topological Map of Place Cells for Autonomous Robots
....... 296
Vilson L. DalleMole and Aluizio F.R.
Araújo
Hybrid Control Structure for Multi-robot Formation
.................. 307
Daniela
Cristina
Cernega and Razvan
Solea
From Conditioning of
a Non
Specific Sensor to Emotional Regulation
of Behavior
..................................................... 317
Cyril
Hasson
and Philippe Gaussier
A Robot Vision Algorithm for Navigating in and Creating a Topological
Map of
a Reconfigurable
Maze
..................................... 327
Eleftherios Karapetsas and Demosthenes Stamatis
Self Organizing ANN
Generation of Comprehensible Representations by Supposed Maximum
Information
..................................................... 333
Ryotaro
Kamimura
Visualization of Changes in Process Dynamics Using Self-Organizing
Maps
........................................................... 343
Ignacio
Díaz, Abel A. Cuadrado, Alberto
В.
Diez,
Manuel Domínguez, Juan J. Fuertes, and Miguel A.
Prada
Functional Architectures and Hierarchies of Time Scales
............... 353
Dionysios Perdikis, Marmaduke Woodman, and Viktor Jirsa
Table
of Contents
-
Part II XV
A Novel Single-Trial Analysis Scheme for Characterizing the
Presaccadic Brain Activity Based on a SON Representation
........... 362
Konstantinos
Bozas,
Stavros I. Dimitriadis,
Nikolaos A. Laskaris, and
Areti Tzelepi
Web Spam Detection by Probability Mapping GraphSOMs and Graph
Neural Networks
................................................. 372
Lucia
Di Noi,
Markus
Hagenbuchner, Franco Scarselli, and
Ah Chung Tsoi
Self-Organizing Maps for Improving the Channel Estimation and
Predictive Modelling Phase of Cognitive Radio Systems
............... 382
Aimilia Bantouna,
Kostas Tsagkaris,
and Panagiotis Demestichas
Application of SOM-Based Visualization Maps for Time-Response
Analysis of Industrial Processes
.................................... 392
Miguel
A. Prada,
Manuel
Domínguez, Ignacio Díaz,
Juan J.
Fuertes, Perfecto Reguera, Antonio Moran, and
Serafín Alonso
Snap-Drift Self Organising Map
.................................... 402
Dominic Palmer-Brown and
Chrisina
Draganova
Fault Severity Estimation in Rotating Mechanical Systems Using
Feature Based Fusion and Self-Organizing Maps
..................... 410
Dimitrios Moshou, Dimitrios Kateris, Nader Sawalhi,
Spyridon Loutridis, and Ioannis
Gravalos
Self-Organization of Steerable Topographic Mappings as Basis for
Translation
Invariance
............................................ 414
Junmei Zhu,
Urs Bergmann,
and
Christoph von der Malsburg
A Self-Organizing Map for
Controlling
Artificial Locomotion
.......... 420
Orivaldo V.
Santana
Jr. and Aluizio F.R.
Araújo
Visualising Clusters in Self-Organising Maps with Minimum Spanning
Trees
........................................................... 426
Rudolf Mayer and Andreas
Rauber
Elementary Logical Reasoning in the
SOM
Output Space
............. 432
Jorge
Ramón Letosa
and
Timo Honkela
Adaptive Algorithms
—
Systems
Adaptive Critic Design with ESN Critic for
Bioprocess
Optimization
... 438
Petia Koprinkova-Hristova and Guenther Palm
XVI Table of
Contents -
Part
II
Correcting Errors in Optical Data Transmission Using Neural
Networks
....................................................... 448
Stephen Hunt, Yi Sun, Alex Shafarenko, Rod Adams,
Neil Davey, Brendan Slater, Ranjeet Bhamber,
Sonia
Boscolo, and
Sergei K. Turitsyn
Adaptive Classifiers with ICI-Based Adaptive Knowledge Base
Management
..................................;..............··.·. 458
Cesare Alippi, Giacomo Boracchi,
and Manuel
Roveri
Multi
Class Semi-Supervised Classification with Graph Construction
Based on Adaptive Metric Learning
................................ 468
Shogo Okada and Toyoaki Nishida
Genetically Tuned Controller of an Adaptive Cruise Control for Urban
Traffic Based on Ultrasounds
...................................... 479
Luciano
Alonso, Juan Pérez-Oria,
Monica
Fernández,
Cristina Rodríguez, Jesús Arce, Manuel
Ibarra, and Victor Ordonez
Adaptive Local Fusion with Neural Networks
........................ 486
Ahmed Chamseddine Ben
Abdallah, Hichem
Frigui, and Paul Gader
A Controlling Strategy for an Active Vision System Based on Auditory
and Visual Cues
................................................. 492
Miranda Grahl, Frank Joublin, and Franz
Kümmert
Optimization
A One-Layer Dual Neural Network with a Unipolar Hard-Limiting
Activation Function for Shortest-Path Routing
....................... 498
Qingshan Liu and
Jun Wang
Optimizing Hierarchical Temporal Memory for
Multivariable
Time
Series
.......................................................... 506
David
Rozado,
Francisco B. Rodriguez, and Pablo
Varona
Solving Independent Component Analysis Contrast Functions with
Particle Swarm Optimization
...................................... 519
Jorge
Igual,
Jehad Ababneh, Raul
Limares,
Julio
Miro-Borras,
and
Vicente
Zarzoso
Binary Minimization: Increasing the Attraction Area of the Global
Minimum in the Binary Optimization Problem
...................... 525
Yakov Karandashev and Boris Kryzhanovsky
An Artificial Immune Network for Multi-objective Optimization
....... 531
Aris Lanaridis
and Andreas Stafylopatis
Author Index
....................................... ........... 537
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| id | DE-604.BV036665609 |
| illustrated | Illustrated |
| indexdate | 2024-11-25T17:37:10Z |
| institution | BVB |
| institution_GND | (DE-588)16081649-X |
| isbn | 9783642158216 3642158218 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020584802 |
| oclc_num | 705806160 |
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| owner_facet | DE-706 DE-91G DE-BY-TUM DE-83 DE-355 DE-BY-UBR |
| physical | XVI, 543 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spellingShingle | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings Lecture notes in computer science |
| title | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings |
| title_auth | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings |
| title_exact_search | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings |
| title_full | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings 2 |
| title_fullStr | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings 2 |
| title_full_unstemmed | Artificial neural networks - ICANN 2010 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings 2 |
| title_short | Artificial neural networks - ICANN 2010 |
| title_sort | artificial neural networks icann 2010 20th international conference thessaloniki greece september 15 18 2010 proceedings |
| title_sub | 20th international conference, Thessaloniki, Greece, September 15 - 18, 2010 ; proceedings |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020584802&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV036665594 (DE-604)BV000000607 |
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