| Description |
1 online resource (xxviii, 709 pages) : illustrations |
| Series |
IFIP advances in information and communication technology, 1868-4238 ; 412 |
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IFIP advances in information and communication technology ; 412.
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| Contents |
Keynote Speech. Trust, Reputation, and Risk in Cyber Physical Systems / Elizabeth Chang, Tharam Dillon -- Data Mining. Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion / Katia Kermanidis [and others] -- Voting Advice Applications: Missing Value Estimation Using Matrix Factorization and Collaborative Filtering / Marilena Agathokleous, Nicolas Tsapatsoulis -- A Personalized Location Aware Multi-Criteria Recommender System Based on Context-Aware User Preference Models / Salvador Valencia Rodríguez, Herna Lydia Viktor -- A Dynamic Web Recommender System Using Hard and Fuzzy K-Modes Clustering / Panayiotis Christodoulou, Marios Lestas, Andreas S. Andreou -- Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites' Hyperlinks and Web Pages / Dimitris K. Kardaras, Xenia J. Mamakou, Bill Karakostas |
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Medical Informatics and Biomedical Engineering. Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients / Mauro Vallati [and others] -- Autoregressive Model Order Estimation Criteria for Monitoring Awareness during Anaesthesia / Nicoletta Nicolaou, Julius Georgiou -- A Machine-Learning Approach for theof Enzymatic Activity of Proteins in Metagenomic Samples / Theodoros Koutsandreas, Eleftherios Pilalis, Aristotelis Chatziioannou -- Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps / Antigoni P. Anninou, Peter P. Groumpos, Polychronopoulos Panagiotis -- Automated Scientific Assistant for Cancer and Chemoprevention / Sotiris Lazarou [and others] -- Problem Solving, Planning and Scheduling. Task Allocation Strategy Based on Variances in Bids for Large-Scale Multi-Agent Systems / Toshiharu Sugawara -- Autonomic System Architecture: An Automated Planning Perspective / Falilat Jimoh, Lukáš Chrpa, Mauro Vallati |
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MOEA/D for a Tri-objective Vehicle Routing Problem / Andreas Konstantinidis, Savvas Pericleous, Christoforos Charalambous -- Automatic Exercise Generation in Euclidean Geometry / Andreas Papasalouros -- Modeling and Decision Support Systems. A Cloud Adoption Decision Support Model Using Influence Diagrams / Andreas Christoforou, Andreas S. Andreou -- Human-Like Agents for a Smartphone First Person Shooter Game Using Crowdsourced Data / Christoforos Kronis, Andreas Konstantinidis, Harris Papadopoulos -- Developing an Electron Density Profiler over Europe Based on Space Radio Occultation Measurements / Haris Haralambous, Harris Papadopoulos -- Fuzzy Classification of Cyprus Urban Centers Based on Particulate Matter Concentrations / Nicky Gkaretsa [and others] -- Robotics. Robots That Stimulate Autonomy / Matthijs A. Pontier, Guy A.M. Widdershoven -- Simulation of a Motivated Learning Agent / Janusz A. Starzyk, James Graham, Leszek Puzio |
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Autonomous Navigation Applying Dynamic-Fuzzy Cognitive Maps and Fuzzy Logic / Márcio Mendon [and others] -- Induction Motor Control Using Two Intelligent Algorithms Analysis / Moulay Rachid Douiri, Mohamed Cherkaoui -- Intelligent Signal and Image Processing. A Long-Range Self-similarity Approach to Segmenting DJ Mixed Music Streams / Tim Scarfe, Wouter M. Koolen, Yuri Kalnishkan -- Real Time Indoor Robot Localization Using a Stationary Fisheye Camera / Konstantinos K. Delibasis, Vasilios P. Plagianakos, Ilias Maglogiannis -- Artificial Neural Network Approach for Land Cover Classification of Fused Hyperspectral and Lidar Data / Paris Giampouras, Eleni Charou, Anastasios Kesidis -- A Linear Multi-Layer Perceptron for Identifying Harmonic Contents of Biomedical Signals / Thien Minh Nguyen, Patrice Wira |
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Third Workshop on Artificial Intelligence Applications in Biomedicine (AIAB 2013). Ultrasound Intima-Media Thickness and Diameter Measurements of the Common Carotid Artery in Patients with Renal Failure Disease / Christos P. Loizou [and others] -- Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects / Christos P. Loizou [and others] -- Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images / Christos P. Loizou [and others] -- Diagnostic Feature Extraction on Osteoporosis Clinical Data Using Genetic Algorithms / George C. Anastassopoulos [and others] -- Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma / Ioannis Valavanis [and others] -- On Centered and Compact Signal and Image Derivatives for Feature Extraction / Konstantinos K. Delibasis, Aristides Kechriniotis, Ilias Maglogiannis |
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Detecting Architectural Distortion in Mammograms Using a Gabor Filtered Probability Map Algorithm / O'tega Ejofodomi [and others] -- Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques / Konstantinos Kontos, Manolis Maragoudakis -- Second Workshop on Conformal Prediction and Its Applications (CoPA 2013). Transductive conformal predictors / Vladimir Vovk -- PyCP: An Open-Source Conformal Predictions Toolkit / Vineeth N. Balasubramanian [and others] -- Conformal Prediction under Hypergraphical Models / Valentina Fedorova [and others] -- Defensive Forecast for Conformal Bounded Regression / Ilia Nouretdinov, Alexander Lebedev -- Learning by Conformal Predictors with Additional Information / Meng Yang, Ilia Nouretdinov, Zhiyuan Luo -- Conformity-Based Transfer AdaBoost Algorithm / Shuang Zhou [and others] |
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Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method / Khuong An Nguyen, Zhiyuan Luo -- Local Clustering Conformal Predictor for Imbalanced Data Classification / Huazhen Wang [and others] -- Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs / Antonis Lambrou, Harris Papadopoulos, Alexander Gammerman -- Second Workshop on Intelligent Video-to-Video Communications in Modern Smart Cities (IVC 2013) -- Tutamen: An Integrated Personal Mobile and Adaptable Video Platform for Health and Protection / David Palma [and others] -- Defining Key Performance Indicators for Evaluating the Use of High Definition Video-to-Video Services in eHealth / Andreea Molnar, Vishanth Weerakkody -- A Novel Rate-Distortion Method in 3D Video Capturing in the Context of High Efficiency Video Coding (HEVC) in Intelligent Communications / Ioannis M. Stephanakis [and others] |
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(Semi- ) Pervasive Gaming Educational and Entertainment Facilities via Interactive Video-to-Video Communication over the Internet, for Museum Exhibits / Ioannis P. Chochliouros [and others] -- Second Workshop on Applying Computational Intelligence Techniques in Financial Time Series Forecasting and Trading (ACIFF 2013). Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression / Konstantinos Theofilatos, Andreas Karathanasopoulos, Peter Middleton ... -- Gene Expression Programming and Trading Strategies / Georgios Sermpinis, Anastasia Fountouli, Konstantinos Theofilatos ... -- Kalman Filter and SVR Combinations in Forecasting US Unemployment / Georgios Sermpinis, Charalampos Stasinakis, Andreas Karathanasopoulos |
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First Workshop on Fuzzy Cognitive Maps Theory and Applications (FCMTA 2013). Particle Swarm Optimization Approach for Fuzzy Cognitive Maps Applied to Autism Classification / Panagiotis Oikonomou, Elpiniki I. Papageorgiou -- Fuzzy Cognitive Maps with Rough Concepts / Maikel León, Benoît Depaire, Koen Vanhoof -- Intelligent Systems Applied to the Control of an Industrial Mixer / Marcio Mendonça [and others] -- Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning / Michal Gregor, Peter P. Groumpos -- An Approach to Hotel Services Dynamic Pricing Based on the Delphi Method and Fuzzy Cognitive Maps / Dimitris K. Kardaras [and others] -- Self-tuning PI Controllers via Fuzzy Cognitive Maps / Engin Yesil [and others] -- Concept by Concept Learning of Fuzzy Cognitive Maps / M. Furkan Dodurka [and others] |
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The Relevance of Fuzzy Cognitive Mapping Approaches for Assessing Adaptive Capacity and Resilience in Social-Ecological Systems / Frédéric M. Vanwindekens, Didier Stilmant, Philippe V. Baret -- A Fuzzy Cognitive Map Model for Estimating the Repercussions of Greek PSI on Cypriot Bank Branches in Greece / Maria Papaioannou, Costas Neocleous, Christos N. Schizas -- First Workshop on Learning Strategies and Data Processing in Nonstationary Environments (LEAPS 2013). A Matlab-CONTAM Toolbox for Contaminant Event Monitoring in Intelligent Buildings / Michalis P. Michaelides [and others] -- A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks / Giacomo Boracchi, Vicenç Puig, Manuel Roveri -- EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments / Haider Raza, Girijesh Prasad, Yuhua Li -- NEVE: A Neuro-Evolutionary Ensemble for Adaptive Learning / Tatiana Escovedo [and others] |
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Investigation of Expert Addition Criteria for Dynamically Changing Online Ensemble Classifiers with Multiple Adaptive Mechanisms / Rashid Bakirov, Bogdan Gabrys -- First Workshop on Computational Intelligence for Critical Infrastructure Systems (CICIS 2013). Exploring Semantic Mediation Techniques in Feedback Control Architectures / Georgios M. Milis, Christos G. Panayiotou, Marios M. Polycarpou -- Systems Engineering for Assessment of Virtual Power System Implementations / Slobodan Lukovic, Igor Kaitovic -- Design of Attack-Aware WDM Networks Using a Meta-heuristic Algorithm / Konstantinos Manousakis, Georgios Ellinas -- First Workshop on Ethics and Philosophy in Artificial Intelligence (EPAI 2013). Exploring Artificial Intelligence Utilizing BioArt / Panagiota Simou, Konstantinos Tiligadis, Athanasios Alexiou -- Can Machines Make Ethical Decisions? / Iordanis Kavathatzopoulos, Ryoko Asai -- Ethical Issues in Neuroinformatics / Athanasios Alexiou, Georgia Theocharopoulou, Panayiotis Vlamos |
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Data mining, medical informatics and biomedical engineering -- Problem solving and scheduling -- Modeling and decision support systems -- Robotics -- Intelligent signal and image processing |
| Summary |
This book constitutes the refereed proceedings of the 9th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2013, held in Paphos, Cyprus, in September/October 2013. The 26 revised full papers presented together with a keynote speech at the main event and 44 papers of 8 colocated workshops were carefully reviewed and selected for inclusion in the volume. The papers of the main event are organized in topical sections on data mining, medical informatics and biomedical engineering, problem solving and scheduling, modeling and decision support systems, robotics, and intelligent signal and image processing |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed September 9, 2013) |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Papadopoulos, Harris, editor
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| ISBN |
9783642411427 |
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3642411428 |
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