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ORCIDAIAI 2014: Rhodes, Greece
- Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos
:
Artificial Intelligence Applications and Innovations - 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014. Proceedings. IFIP Advances in Information and Communication Technology 436, Springer 2014, ISBN 978-3-662-44653-9
Keynote
- Tharam S. Dillon, Yi-Ping Phoebe Chen, Elizabeth Chang, Mukesh K. Mohania:
Conjoint Mining of Data and Content with Applications in Business, Bio-medicine, Transport Logistics and Electrical Power Systems. 1-19
Learning-Ensemble Learning
- Yiannis Kokkinos, Konstantinos G. Margaritis:
Breaking Ties of Plurality Voting in Ensembles of Distributed Neural Network Classifiers Using Soft Max Accumulations. 20-28 - Petr Hájek, Vladimír Olej:
Predicting Firms' Credit Ratings Using Ensembles of Artificial Immune Systems and Machine Learning - An Over-Sampling Approach. 29-38 - Jin Zhang:
Automating Transition Functions: A Way To Improve Trading Profits with Recurrent Reinforcement Learning. 39-49 - Mohamed Abou-Zleikha, Zheng-Hua Tan, Mads Græsbøll Christensen, Søren Holdt Jensen:
Utilising Tree-Based Ensemble Learning for Speaker Segmentation. 50-59
Social Media and Mobile Applications of AI
- Dimitrios Kravvaris, Katia Lida Kermanidis:
Speakers' Language Characteristics Analysis of Online Educational Videos. 60-69 - Ilias Maglogiannis, Charalampos Ioannou, George Spyroglou, Panayiotis Tsanakas:
Fall Detection Using Commodity Smart Watch and Smart Phone. 70-78 - Eleanna Kafeza, Andreas Kanavos, Christos Makris, Pantelis Vikatos:
Predicting Information Diffusion Patterns in Twitter. 79-89 - Manuel Roveri, Francesco Trovò:
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks. 90-100 - Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios K. Tsakalidis:
Modeling ReTweet Diffusion Using Emotional Content. 101-110
Hybrid - Changing Environments
- Sotirios P. Chatzis, Dimitrios I. Kosmopoulos:
A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments. 111-120 - Sergi Canyameres, Doina Logofatu:
Platform for Simulation and Improvement of Swarm Behavior in Changing Environments. 121-129 - Jacek Mandziuk, Aleksandra Wozniczko, Marcin Goss:
A Neuro-memetic System for Music Composing. 130-139 - Yosra Acodad, Amine Benamrane, Imade Benelallam, El-Houssine Bouyakhf:
Profound Degree: A Conservative Heuristic to Repair Dynamic CSPs. 140-149
Agents (AGE)
- Armin Ghasem Azar, Mansoor Davoodi, Mohsen Afsharchi, Bahram Sadeghi Bigham:
A Greedy Agent-Based Resource Allocation in the Smart Electricity Markets. 150-161 - Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor:
Implicit Predictive Indicators: Mouse Activity and Dwell Time. 162-171 - Eugénio C. Oliveira, Henrique Lopes Cardoso, Maria Joana Urbano, Ana Paula Rocha:
Normative Monitoring of Agents to Build Trust in an Environment for B2B. 172-181 - Georgios L. Papadimitriou, Nikolaos I. Spanoudakis, Michail G. Lagoudakis:
Extending the Kouretes Statechart Editor for Generic Agent Behavior Development. 182-192 - Márcio Mendonça, Esdras Salgado da Silva, Karina Assolari Takano, Mauricio Iwama Takano, Lúcia Valéria Ramos de Arruda:
Hierarchic Fuzzy Approach Applied in the Development of an Autonomous Architecture for Mobile Agents. 193-202
Classification Pattern Recognition
- Arbab Masood Ahmad, Gul Muhammad Khan, Sahibzada Ali Mahmud:
Classification of Mammograms Using Cartesian Genetic Programming Evolved Artificial Neural Networks. 203-213 - Ugur Demir, Esam Ghaleb, Hazim Kemal Ekenel:
A Face Recognition Based Multiplayer Mobile Game Application. 214-223 - Espérance Mwamikazi, Philippe Fournier-Viger, Chadia Moghrabi, Robert Baudouin:
A Dynamic Questionnaire to Further Reduce Questions in Learning Style Assessment. 224-235 - Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis:
Recognizing Emotions from Facial Expressions Using Neural Network. 236-245 - Ladislav Lenc, Pavel Král:
Automatically Detected Feature Positions for LBP Based Face Recognition. 246-255 - Alexey Potapov, Vita Batishcheva, Maxim Peterson:
Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes. 256-264 - Morten Goodwin Olsen, Anis Yazidi:
A Pattern Recognition Approach for Peak Prediction of Electrical Consumption. 265-275 - Antonio García-Manso, Carlos J. García Orellana, Rafael Tormo-Molina, Ramón Gallardo Caballero, Miguel Macías Macías, Horacio M. González Velasco:
Semi-automatic Measure and Identification of Allergenic Airborne Pollen. 276-285
Genetic Algorithms
- Jawad Ali, Gul Muhammad Khan, Sahibzada Ali Mahmud:
Enhancing Growth Curve Approach Using CGPANN for Predicting the Sustainability of New Food Products. 286-297 - Junpeng Bao, Yuepeng Zhang, Wenqing Wang, Jun Zeng, De Zhang, Ruiyu Yuan:
DX-IFD: An Intelligent Force Deployment System. 298-306 - David Griol, José Antonio Iglesias, Agapito Ledezma, Araceli Sanchis:
A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems. 307-316 - Josef Hynek:
Sequence Matching Genetic Algorithm for Square Jigsaw Puzzles. 317-324 - Doina Logofatu, Daniel Stamate:
Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce. 325-334 - Christos Kyriklidis, Georgios Dounias:
Application of Evolutionary Algorithms in Project Management. 335-343 - David Lehký, Ondrej Slowik, Drahomír Novák:
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches. 344-353
Image - Video Processing
- Nicholas Michael, Andreas Lanitis:
Model-Based Generation of Realistic 3D Full Body Avatars from Uncalibrated Multi-view Photographs. 354-363 - Christos Mousas, Paul Newbury, Christos-Nikolaos Anagnostopoulos:
Data-Driven Motion Reconstruction Using Local Regression Models. 364-374 - Konstantinos K. Delibasis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos, Ilias Maglogiannis:
Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images. 375-384 - Konstantina Kottari, Kostas Delibasis, Vassilis P. Plagianakos, Ilias Maglogiannis:
Fish-Eye Camera Video Processing and Trajectory Estimation Using 3D Human Models. 385-394
Feature Extraction
- Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs:
Analysis of Relevant Features for Pollen Classification. 395-404 - Piotr Sobolewski, Michal Wozniak:
Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests. 405-413 - Umer Khayam, Durre Nayab, Gul Muhammad Khan, Sahibzada Ali Mahmud:
Features Extraction of Growth Trend in Social Websites Using Non-linear Genetic Programming. 414-423
Environmental AI
- Ilias Bougoudis, Lazaros S. Iliadis, Stephanos Spartalis:
Comparison of Self Organizing Maps Clustering with Supervised Classification for Air Pollution Data Sets. 424-435 - Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Eija Hyvönen, Pekka Hänninen, Raimo Sutinen, Jari Ala-Ilomäki, Jukka Heikkonen:
Predicting Water Permeability of the Soil Based on Open Data. 436-446 - Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Nikolaos Georgoulas, Michalis E. Zervakis, Nikolaos Nikolaidis:
Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks. 447-455 - Mehreen Rehman, Jawad Ali, Gul Muhammad Khan, Sahibzada Ali Mahmud:
Extracting Trends Ensembles in Solar Irradiance for Green Energy Generation Using Neuro-evolution. 456-465
Simulations and Fuzzy Modeling
- Agustín Jiménez, Basil Mohammed Al-Hadithi, Juan Pérez-Oria, Luciano Alonso:
Optimal Control Using Feedback Linearization for a Generalized T-S Model. 466-475 - Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas, Katerina Mallousi:
HHT-Based Artificial Seismic Accelerograms Generation. 476-486 - Engin Yesil, Tufan Kumbasar, M. Furkan Dodurka, Ahmet Sakalli:
Peak Observer Based Self-tuning of Type-2 Fuzzy PID Controllers. 487-497 - Jacek Kabzinski, Jaroslaw Kacerka:
TSK Fuzzy Modeling with Nonlinear Consequences. 498-507
Data Mining-Forecasting
- Christos Makris, Michael Angelos Simos:
Novel Techniques for Text Annotation with Wikipedia Entities. 508-518 - Juhyun Oh, Seonggyu Jeon, Minho Kim, Hyuk-Chul Kwon, Iktae Kim:
An Avatar-Based Weather Forecast Sign Language System for the Hearing-Impaired. 519-527 - Velislava Stoykova:
Interpretation of Possessive and Reflexive-Possessive Pronouns of Bulgarian Language in DATR. 528-536 - Kolyo Z. Onkov, Georgios K. Tegos:
Forecasting Algorithm Adaptive Automatically to Time Series Length. 537-545
AI Applications - Mobile Applications
- Konstantinos Moustakas:
Six Degrees of Freedom Implicit Haptic Rendering. 546-555 - Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis:
Application of Supervised Self Organising Models for Wheat Yield Prediction. 556-565 - Dimitrios Galiatsatos, George C. Anastassopoulos, Georgios Drosos, Athanasios Ververidis, Konstantinos Tilkeridis, Konstantinos Kazakos:
Prediction of 30-Day Mortality after a Hip Fracture Surgery Using Neural and Bayesian Networks. 566-575 - Ramin Amali, Samson Cooper, Siamak Noroozi:
Application of Artificial Neural Network to Predict Static Loads on an Aircraft Rib. 576-584 - Diamantatos Paraskevas, Ergina Kavallieratou:
Android Based Electronic Travel Aid System for Blind People. 585-592
Image Video Processing 4
- Anastasios Rigos, Olympos P. Andreadis, Andreas Manousakis, Michalis I. Vousdoukas, George E. Tsekouras, Adonis Velegrakis:
Shoreline Extraction from Coastal Images Using Chebyshev Polynomials and RBF Neural Networks. 593-603 - Olga E. Baklanova, Olga Ya. Shvets, Zhanbai Uzdenbaev:
Automation System Development for Micrograph Recognition for Mineral Ore Composition Evaluation in Mining Industry. 604-613 - Rudolf Schraml, Andreas Uhl:
Similarity Based Cross-Section Segmentation in Rough Log End Images. 614-623 - Stefan Jenisch, Andreas Uhl:
Visual Security Evaluation Based on SIFT Object Recognition. 624-633
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