index - Artificial Intelligence Applications and Innovations (AIAI 2014)

Table of Contents
Artificial Intelligence Applications and Innovations *Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos(Eds.)*	Front Matter
Keynote
Conjoint Mining of Data and Content with Applications in Business, Bio-medicine, Transport Logistics and Electrical Power Systems *Tharam Dillon, Yi-Ping Chen, Elizabeth Chang, Mukesh Mohania*	1-19
Learning-Ensemble Learning
Breaking Ties of Plurality Voting in Ensembles of Distributed Neural Network Classifiers Using Soft Max Accumulations *Yiannis Kokkinos, Konstantinos Margaritis*	20-28
Predicting Firms’ Credit Ratings Using Ensembles of Artificial Immune Systems and Machine Learning – An Over-Sampling Approach *Petr Hájek, Vladimír Olej*	29-38
Automating Transition Functions: A Way To Improve Trading Profits with Recurrent Reinforcement Learning *Jin Zhang*	39-49
Utilising Tree-Based Ensemble Learning for Speaker Segmentation *Mohamed Abou-Zleikha, Zheng-Hua Tan, Mads Christensen, Søren Jensen*	50-59
Social Media and Mobile Applications of AI
Speakers’ Language Characteristics Analysis of Online Educational Videos *Dimitrios Kravvaris, Katia Kermanidis*	60-69
Fall Detection Using Commodity Smart Watch and Smart Phone *Ilias Maglogiannis, Charalampos Ioannou, George Spyroglou, Panayiotis Tsanakas*	70-78
Predicting Information Diffusion Patterns in Twitter *Eleanna Kafeza, Andreas Kanavos, Christos Makris, Pantelis Vikatos*	79-89
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks *Manuel Roveri, Francesco Trovò*	90-100
Modeling ReTweet Diffusion Using Emotional Content *Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios Tsakalidis*	101-110
Hybrid - Changing Environments
A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments *Sotirios Chatzis, Dimitrios Kosmopoulos*	111-120
Platform for Simulation and Improvement of Swarm Behavior in Changing Environments *Sergi Canyameres, Doina Logofătu*	121-129
A Neuro-memetic System for Music Composing *Jacek Mańdziuk, Aleksandra Woźniczko, Marcin Goss*	130-139
Profound Degree: A Conservative Heuristic to Repair Dynamic CSPs *Yosra Acodad, Amine Benamrane, Imade Benelallam, El Bouyakhf*	140-149
Agents (AGE)
A Greedy Agent-Based Resource Allocation in the Smart Electricity Markets *Armin Azar, Mansoor Davoodi, Mohsen Afsharchi, Bahram Sadeghi Bigham*	150-161
Implicit Predictive Indicators: Mouse Activity and Dwell Time *Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor*	162-171
Normative Monitoring of Agents to Build Trust in an Environment for B2B *Eugénio Oliveira, Henrique Cardoso, Maria Urbano, Ana Rocha*	172-181
Extending the Kouretes Statechart Editor for Generic Agent Behavior Development *Georgios Papadimitriou, Nikolaos Spanoudakis, Michail Lagoudakis*	182-192
Hierarchic Fuzzy Approach Applied in the Development of an Autonomous Architecture for Mobile Agents *Márcio Mendonça, Esdras Silva, Karina Takano, Mauricio Takano, Lúcia Arruda*	193-202
Classification Pattern Recognition
Classification of Mammograms Using Cartesian Genetic Programming Evolved Artificial Neural Networks *Arbab Ahmad, Gul Muhammad Khan, Sahibzada Mahmud*	203-213
A Face Recognition Based Multiplayer Mobile Game Application *Ugur Demir, Esam Ghaleb, Hazım Ekenel*	214-223
A Dynamic Questionnaire to Further Reduce Questions in Learning Style Assessment *Espérance Mwamikazi, Philippe Fournier-Viger, Chadia Moghrabi, Robert Baudouin*	224-235
Recognizing Emotions from Facial Expressions Using Neural Network *Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis*	236-245
Automatically Detected Feature Positions for LBP Based Face Recognition *Ladislav Lenc, Pavel Král*	246-255
Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes *Alexey Potapov, Vita Batishcheva, Maxim Peterson*	256-264
A Pattern Recognition Approach for Peak Prediction of Electrical Consumption *Morten Goodwin, Anis Yazidi*	265-275
Semi-automatic Measure and Identification of Allergenic Airborne Pollen *Antonio García-Manso, Carlos García-Orellana, Rafael Tormo-Molina, Ramón Gallardo-Caballero, M. Macías-Macías, Horacio Gonzalez-Velasco*	276-285
Genetic Algorithms
Enhancing Growth Curve Approach Using CGPANN for Predicting the Sustainability of New Food Products *Jawad Ali, Gul Khan, Sahibzada Mahmud*	286-297
DX-IFD: An Intelligent Force Deployment System *Junpeng Bao, Yuepeng Zhang, Wenqing Wang, Jun Zeng, De Zhang, Ruiyu Yuan*	298-306
A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems *David Griol, José Iglesias, Agapito Ledezma, Araceli Sanchis*	307-316
Sequence Matching Genetic Algorithm for Square Jigsaw Puzzles *Josef Hynek*	317-324
Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce *Doina Logofatu, Daniel Stamate*	325-334
Application of Evolutionary Algorithms in Project Management *Christos Kyriklidis, Georgios Dounias*	335-343
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches *David Lehký, Ondřej Slowik, Drahomír Novák*	344-353
Image - Video Processing
Model-Based Generation of Realistic 3D Full Body Avatars from Uncalibrated Multi-view Photographs *Nicholas Michael, Andreas Lanitis*	354-363
Data-Driven Motion Reconstruction Using Local Regression Models *Christos Mousas, Paul Newbury, Christos-Nikolaos Anagnostopoulos*	364-374
Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images *K. Delibasis, Spiros Georgakopoulos, Vassilis Plagianakos, Ilias Maglogiannis*	375-384
Fish-Eye Camera Video Processing and Trajectory Estimation Using 3D Human Models *Konstantina Kottari, Kostas Delibasis, Vassilis Plagianakos, Ilias Maglogiannis*	385-394
Feature Extraction
Analysis of Relevant Features for Pollen Classification Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, and Frank Boochs	395-404
Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests *Piotr Sobolewski, Michał Woźniak*	405-413
Features Extraction of Growth Trend in Social Websites Using Non-linear Genetic Programming *Umer Khayam, Durre Nayab, Gul Khan, S. Mahmud*	414-423
Environmental AI
Comparison of Self Organizing Maps Clustering with Supervised Classification for Air Pollution Data Sets *Ilias Bougoudis, Lazaros Iliadis, Stephanos Spartalis*	424-435
Predicting Water Permeability of the Soil Based on Open Data *Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Eija Hyvönen, Pekka Hänninen, Raimo Sutinen, Jari Ala-Ilomäki, Jukka Heikkonen*	436-446
Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks *Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Nikolaos Georgoulas, Michalis Zervakis, Nikolaos Nikolaidis*	447-455
Extracting Trends Ensembles in Solar Irradiance for Green Energy Generation Using Neuro-evolution *Mehreen Rehman, Jawad Ali, Gul Khan, Sahibzada Mahmud*	456-465
Simulations and Fuzzy Modeling
Optimal Control Using Feedback Linearization for a Generalized T-S Model *Agustín Jiménez, Basil Al-Hadithi, Juan Pérez-Oria, Luciano Alonso*	466-475
HHT-Based Artificial Seismic Accelerograms Generation *Eleni Vrochidou, Petros Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas, Katerina Mallousi*	476-486
Peak Observer Based Self-tuning of Type-2 Fuzzy PID Controllers *Engin Yesil, Tufan Kumbasar, M. Dodurka, Ahmet Sakalli*	487-497
TSK Fuzzy Modeling with Nonlinear Consequences *Jacek Kabziński, Jarosław Kacerka*	498-507
Data Mining-Forecasting
Novel Techniques for Text Annotation with Wikipedia Entities *Christos Makris, Michael Simos*	508-518
An Avatar-Based Weather Forecast Sign Language System for the Hearing-Impaired *Juhyun Oh, Seonggyu Jeon, Minho Kim, Hyukchul Kwon, Iktae Kim*	519-527
Interpretation of Possessive and Reflexive-Possessive Pronouns of Bulgarian Language in DATR *Velislava Stoykova*	528-536
Forecasting Algorithm Adaptive Automatically to Time Series Length *Kolyo Onkov, Georgios Tegos*	537-545
AI Applications - Mobile Applications
Six Degrees of Freedom Implicit Haptic Rendering *Konstantinos Moustakas*	546-555
Application of Supervised Self Organising Models for Wheat Yield Prediction *Xanthoula Pantazi, Dimitrios Moshou, Abdul Mouazen, Boyan Kuang, Thomas Alexandridis*	556-565
Prediction of 30-Day Mortality after a Hip Fracture Surgery Using Neural and Bayesian Networks *Dimitrios Galiatsatos, George Anastassopoulos, Georgios Drosos, Athanasios Ververidis, Konstantinos Tilkeridis, Konstantinos Kazakos*	566-575
Application of Artificial Neural Network to Predict Static Loads on an Aircraft Rib *Ramin Amali, Samson Cooper, Siamak Noroozi*	576-584
Android Based Electronic Travel Aid System for Blind People *Paraskevas Diamantatos, Ergina Kavallieratou*	585-592
Image Video Processing 4
Shoreline Extraction from Coastal Images Using Chebyshev Polynomials and RBF Neural Networks *Anastasios Rigos, Olympos Andreadis, Manousakis Andreas, Michalis Vousdoukas, George Tsekouras, Adonis Velegrakis*	593-603
Automation System Development for Micrograph Recognition for Mineral Ore Composition Evaluation in Mining Industry *Olga Baklanova, Olga Shvets, Zhanbai Uzdenbaev*	604-613
Similarity Based Cross-Section Segmentation in Rough Log End Images *Rudolf Schraml, Andreas Uhl*	614-623
Visual Security Evaluation Based on SIFT Object Recognition *Stefan Jenisch, Andreas Uhl*	624-633

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Keynote

Learning-Ensemble Learning

Social Media and Mobile Applications of AI

Hybrid - Changing Environments

Agents (AGE)

Classification Pattern Recognition

Genetic Algorithms

Image - Video Processing

Feature Extraction

Environmental AI

Simulations and Fuzzy Modeling

Data Mining-Forecasting

AI Applications - Mobile Applications

Image Video Processing 4

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