| Description |
1 online resource |
| Series |
Lecture notes in artificial intelligence ; 7297 |
|
Lecture notes in computer science, 0302-9743 |
|
LNCS sublibrary. SL 7, Artificial intelligence |
|
Lecture notes in computer science. Lecture notes in artificial intelligence ; 7297
|
|
Lecture notes in computer science.
|
|
LNCS sublibrary. SL 7, Artificial intelligence.
|
| Contents |
Application of the Ant Colony Optimization Algorithm to Competitive Viral Marketing / Wan-Shiou Yang and Shi-Xin Weng -- Constraint Propagation as the Core of Local Search / Nikolaos Pothitos, George Kastrinis and Panagiotis Stamatopoulos -- Semantic Query Answering in Digital Libraries / Ilianna Kollia, Kostas Rapantzikos, Giorgos Stamou and Andreas Stafylopatis -- A SOM-Based Validation Approach to a Neural Circuit Theory of Autism / Spyridon Revithis and Georgios Tagalakis -- Word Sense Disambiguation as an Integer Linear Programming Problem / Vicky Panagiotopoulou, Iraklis Varlamis, Ion Androutsopoulos and George Tsatsaronis -- Parallelism, Localization and Chain Gradient Tuning Combinations for Fast Scalable Probabilistic Neural Networks in Data Mining Applications / Yiannis Kokkinos and Konstantinos Margaritis -- SWRL2COOL: Object-Oriented Transformation of SWRL in the CLIPS Production Rule Engine / Emmanouil Rigas, Georgios Meditskos and Nick Bassiliades -- Forecasting Fraudulent Financial Statements with Committee of Cost-Sensitive Decision Tree Classifiers / Elias Zouboulidis and Sotiris Kotsiantis -- Forecasting Corporate Bankruptcy with an Ensemble of Classifiers / Despina Deligianni and Sotiris Kotsiantis -- Greedy Unsupervised Multiple Kernel Learning / Grigorios Tzortzis and Aristidis Likas -- An AZP-ACO Method for Region-Building / Angelos Mimis, Antonis Rovolis and Marianthi Stamou |
|
Exploiting Quadratic Mutual Information for Discriminant Analysis / Vasileios Gavriilidis and Anastasios Tefas -- Emerge-Sort: Swarm Intelligence Sorting / Dimitris Kalles, Vassiliki Mperoukli and Andreas Papandreadis -- iThink: A Library for Classical Planning in Video-Games / Vassileios-Marios Anastassiou, Panagiotis Diamantopoulos, Stavros Vassos and Manolis Koubarakis -- Detecting Human Features in Summaries -- Symbol Sequence Statistical Regularity / George Giannakopoulos, Vangelis Karkaletsis and George A. Vouros -- Learning from Mixture of Experimental Data: A Constraint-Based Approach / Vincenzo Lagani, Ioannis Tsamardinos and Sofia Triantafillou -- Information Sharing and Searching via Collaborative Reinforcement Learning / George A. Vouros -- Distributed Instance Retrieval in EDDL HQ+EHQ+DDLSHIQ Representation Framework / George M. Santipantakis and George A. Vouros -- Evolutionary Optimization of a Neural Network Controller for Car Racing Simulation / Damianos Galanopoulos, Christos Athanasiadis and Anastasios Tefas -- Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks / Elpiniki I. Papageorgiou, Panagiotis Oikonomou and Arthi Kannappan -- Credit Rating Using a Hybrid Voting Ensemble / Elias Kamos, Foteini Matthaiou and Sotiris Kotsiantis -- Extending Generalized Arc Consistency / Anastasia Paparrizou and Kostas Stergiou |
|
An Online Kernel-Based Clustering Approach for Value Function Approximation / Nikolaos Tziortziotis and Konstantinos Blekas -- Acoustic Bird Activity Detection on Real-Field Data / Todor Ganchev, Iosif Mporas, Olaf Jahn, Klaus Riede and Karl-L. Schuchmann, et al. -- Parameter Tuning of Hybrid Nature-Inspired Intelligent Metaheuristics for Solving Financial Portfolio Optimization Problems / Vassilios Vassiliadis, Georgios Dounias and Alexandros Tzanetos -- An Intelligent Tool for Anatomical Object Segmentation Using Deformable Surfaces / Konstantinos K. Delibasis, Argiris Christodoulidis and Ilias Maglogiannis -- Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting / Michael G. Epitropakis, Dimirtis K. Tasoulis, Nicos G. Pavlidis, Vassilis P. Plagianakos and Michael N. Vrahatis -- Clustering of High Dimensional Data Streams / Sotiris K. Tasoulis, Dimirtis K. Tasoulis and Vassilis P. Plagianakos -- Multifactor Dimensionality Reduction for the Analysis of Obesity in a Nutrigenetics Context / Katerina Karayianni, Ioannis Valavanis, Keith Grimaldi and Konstantina Nikita -- Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses / Lefteris Koumakis, Vassilis Moustakis, Michalis Zervakis, Dimitris Kafetzopoulos and George Potamias |
|
A Galaxy Workflow for the Functional Annotation of Metagenomic Samples / Eleftherios Pilalis, Eythymios Ladoukakis, Fragiskos N. Kolisis and Aristotelis Chatziioannou -- Bioinformatic Analysis of Expression Data of ApoE Deficient Mice / Olga Papadodima, Allan Sirsjo and Aristotelis Chatziioanou -- Gene Ontology Semi-supervised Possibilistic Clustering of Gene Expression Data / Ioannis A. Maraziotis, George Dimitrakopoulos and Anastasios Bezerianos -- Towards Better Prioritization of Epigenetically Modified DNA Regions / Ernesto Iacucci, Dusan Popovic, Georgios A. Pavlopoulos, Léon-Charles Tranchevent and Marijke Bauters, et al. -- Mining Cell Cycle Literature Using Support Vector Machines / Theodoros G. Soldatos and Georgios A. Pavlopoulos -- CW-PRED: A HMM-Based Method for the Classification of Cell Wall-Anchored Proteins of Gram-Positive Bacteria / Danai K. Fimereli, Konstantinos D. Tsirigos, Zoi I. Litou, Theodore D. Liakopoulos and Pantelis G. Bagos, et al. -- Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology / Korfiati Aigli, Kleftogiannis Dimitris, Theofilatos Konstantinos, Likothanassis Spiros and Tsakalidis Athanasios, et al. -- Ontology-Based Automatic Image Annotation Exploiting Generalized Qualitative Spatial Semantics / Christos V. Smailis and Dimitris K. Iakovidis -- Image Interpretation by Combining Ontologies and Bayesian Networks / Spiros Nikolopoulos, Georgios Th. Papadopoulos, Ioannis Kompatsiaris and Ioannis Patras |
|
Advanced Cancer Cell Characterization and Quantification of Microscopy Images / Theodosios Goudas and Ilias Maglogiannis -- An Adaptive Dialogue System with Online Dialogue Policy Learning / Alexandros Papangelis, Nikolaos Kouroupas, Vangelis Karkaletsis and Fillia Makedon -- Affective, Natural Interaction Using EEG: Sensors, Application and Future Directions / Charline Hondrou and George Caridakis -- Affective Computing on Elderly Physical and Cognitive Training within Live Social Networks / Evdokimos I. Konstantinidis, Antonis Billis, Eirini Grigoriadou, Stathis Sidiropoulos and Stavroula Fasnaki, et al. -- Semantic Video Abstracting: Automatic Generation of Movie Trailers Based on Video Patterns / Till von Wenzlawowicz and Otthein Herzog -- Learning to Case-Tag Modern Greek Text / Antonis Koursoumis, Evangelia Gkatzou, Antigoni M. Founta, Vassiliki I. Mavriki and Karolos Talvis, et al. -- Understanding How Visual Context Influences Multimedia Content Analysis Problems / Phivos Mylonas -- Block Operator Context Scanning for Commercial Tracking / Ioannis Giannoukos, Vassilis Vrachnakis, Christos-Nikolaos Anagnostopoulos, Ioannis Anagnostopoulos and Vassili Loumos -- Identifying Conceptual Layers in the Ontology Development Process / Manolis Wallace, Panos Alexopoulos and Phivos Mylonas |
| Summary |
This book constitutes the proceedings of the 7th Hellenic Conference on Artificial Intelligence, SETN 2012, held in Lamia, Greece, in May 2012. The 47 contributions included in this volume were carefully reviewed and selected from 81 submissions. They deal with emergent topics of artificial intelligence and come from the SETN main conference as well as from the following special sessions on advancing translational biological research through the incorporation of artificial intelligence methodologies; artificial intelligence in bioinformatics; intelligent annotation of digital content; intelligent, affective, and natural interfaces; and unified multimedia knowledge representation and processing |
| Analysis |
Computer science |
|
Computer software |
|
Artificial intelligence |
|
Computer vision |
|
Optical pattern recognition |
|
Artificial Intelligence (incl. Robotics) |
|
Information Systems Applications (incl. Internet) |
|
Pattern Recognition |
|
Image Processing and Computer Vision |
|
algoritmen |
|
algorithms |
|
computeranalyse |
|
computer analysis |
|
informatiesystemen |
|
information systems |
|
internet |
|
beeldverwerking |
|
image processing |
|
machine vision |
|
computational science |
|
kunstmatige intelligentie |
|
computerwetenschappen |
|
computer sciences |
|
patroonherkenning |
|
Information and Communication Technology (General) |
|
Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Artificial intelligence -- Congresses
|
|
Informatique.
|
|
Artificial intelligence
|
| Genre/Form |
Conference papers and proceedings
|
|
Software.
|
| Form |
Electronic book
|
| Author |
Maglogiannis, Ilias G.
|
|
Plagianakos, Vassilis
|
|
Vlahavas, Ioannis.
|
| ISBN |
9783642304484 |
|
3642304486 |
|
3642304478 |
|
9783642304477 |
|
