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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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