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ORCID12th AIAI 2016: Thessaloniki, Greece
- Lazaros S. Iliadis, Ilias Maglogiannis
:
Artificial Intelligence Applications and Innovations - 12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings. IFIP Advances in Information and Communication Technology 475, Springer 2016, ISBN 978-3-319-44943-2
Medical Artificial Intelligence Modeling (MAIM)
- Terence Fusco, Yaxin Bi:
A Cumulative Training Approach to Schistosomiasis Vector Density Prediction. 3-13 - Ana Silva, Tiago Oliveira, Vicente Julián, José Neves, Paulo Novais:
A Mobile and Evolving Tool to Predict Colorectal Cancer Survivability. 14-26 - Mandani Ntekouli, Maria Marouli, Georgia Konstantopoulou, George C. Anastassopoulos, Dimitrios Lymperopoulos:
An Implementation of a Decision-Making Algorithm Based on a Novel Health Status Transition Model of Epilepsy. 27-38 - Georgia Kontogianni, Olga Papadodima, Ilias Maglogiannis, Konstantina Frangia-Tsivou, Aristotelis Chatziioannou:
Integrative Bioinformatic Analysis of a Greek Epidemiological Cohort Provides Insight into the Pathogenesis of Primary Cutaneous Melanoma. 39-52 - Theodoros Iliou, Georgia Konstantopoulou, Mandani Ntekouli, Dimitrios K. Lymberopoulos, Konstantinos Assimakopoulos, Dimitrios Galiatsatos, George C. Anastassopoulos:
Machine Learning Preprocessing Method for Suicide Prediction. 53-60
Classification - Pattern Recognition (CLASPR)
- Yao Jean Marc Pokou, Philippe Fournier-Viger, Chadia Moghrabi:
Using Frequent Fixed or Variable-Length POS Ngrams or Skip-Grams for Blog Authorship Attribution. 63-74 - Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis:
Increasing Diversity in Random Forests Using Naive Bayes. 75-86 - Kostantinos Arvanitakis, Markos Avlonitis:
Identifying Asperity Patterns Via Machine Learning Algorithms. 87-93 - Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis:
Combining Prototype Selection with Local Boosting. 94-105 - Spiros V. Georgakopoulos, Konstantina Kottari, Kostas Delibasis, Vassilis P. Plagianakos, Ilias Maglogiannis:
Convolutional Neural Networks for Pose Recognition in Binary Omni-directional Images. 106-116
Ontology-Web and Social Media AI Modeling (OWESOM)
- Michalis Vafopoulos, Gerasimos Razis, Ioannis Anagnostopoulos, Georgios Vafeiadis, Dimitrios Negkas, Eleftherios Galanos, Aggelos Tzani, Ilias Skaros, Konstantinos Glykos:
The eLOD Ontology: Modeling Economic Open Data. 119-130 - Nicolas Tsapatsoulis:
Web Image Indexing Using WICE and a Learning-Free Language Model. 131-140 - Will Serrano, Erol Gelenbe:
An Intelligent Internet Search Assistant Based on the Random Neural Network. 141-153 - Tomas Gogar, Ondrej Hubácek, Jan Sedivý:
Deep Neural Networks for Web Page Information Extraction. 154-163
Environmental AI Modeling (ENAIM)
- Anastasios Rigos, George E. Tsekouras, Antonios Chatzipavlis, Adonis F. Velegrakis:
Modeling Beach Rotation Using a Novel Legendre Polynomial Feedforward Neural Network Trained by Nonlinear Constrained Optimization. 167-179 - Romanos Kalamatianos, Katia Kermanidis, Markos Avlonitis, Ioannis Karydis:
Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements. 180-190 - Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis:
A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices. 191-203 - Mihaela Oprea, Sanda Florentina Mihalache, Marian Popescu:
Applying Artificial Neural Networks to Short-Term PM2.5 Forecasting Modeling. 204-211
AIRuleBased Modeling (AIRUMO)
- Lucas Rizzo, Pierpaolo Dondio, Sarah Jane Delany, Luca Longo:
Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile. 215-229 - Dimitrios Mallis, Thomas Sgouros, Nikolaos Mitianoudis:
Convolutive Audio Source Separation Using Robust ICA and Reduced Likelihood Ratio Jump. 230-241 - Seyed Mohssen Ghafari, Christos Tjortjis:
Association Rules Mining by Improving the Imperialism Competitive Algorithm (ARMICA). 242-254 - Jan Boril, Miroslav Jirgl, Rudolf Jalovecky:
Use of Flight Simulators in Analyzing Pilot Behavior. 255-263
Machine Learning-Learning (MALL)
- Everton Alvares Cherman, Grigorios Tsoumakas, Maria Carolina Monard:
Active Learning Algorithms for Multi-label Data. 267-279 - Zohreh Akbari, Rainer Unland:
Automated Determination of the Input Parameter of DBSCAN Based on Outlier Detection. 280-291 - Yiannis Kokkinos, Konstantinos G. Margaritis:
Exemplar Selection via Leave-One-Out Kernel Averaged Gradient Descent and Subtractive Clustering. 292-304 - Paul-Stefan Popescu, Mihai Mocanu, Costel Ionascu, Marian Cristian Mihaescu:
Design of an Advanced Smart Forum for Tesys e-Learning Platform. 305-316
Optimization-SVM (OPSVM)
- Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou, Stathis Kasderidis:
Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines. 319-327 - Stefanos Ougiaroglou, Konstantinos I. Diamantaras, Georgios Evangelidis:
Efficient Support Vector Machine Classification Using Prototype Selection and Generation. 328-340 - Ilya Isaev, Ivan Smetannikov:
MeLiF+: Optimization of Filter Ensemble Algorithm with Parallel Computing. 341-347 - Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto:
Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing. 348-355
Agents-Robotics-Control (AROC)
- Ilias Sakellariou, Petros Kefalas, Suzie Savvidou, Ioanna Stamatopoulou, Marina Ntika:
The Role of Emotions, Mood, Personality and Contagion in Multi-agent System Decision Making. 359-370 - Zhenglong Sun, Nico Roos:
A Controller for Improving Lateral Stability in a Dynamically Stable Gait. 371-383 - Lochan Babani, Sadhana V. Jadhav, Bhalchandra Chaudhari:
Scaled Conjugate Gradient Based Adaptive ANN Control for SVM-DTC Induction Motor Drive. 384-395 - Christina Semertzidou, Nikolaos I. Dourvas, Michail-Antisthenis I. Tsompanas, Andrew Adamatzky, Georgios Ch. Sirakoulis:
Introducing Chemotaxis to a Mobile Robot. 396-404
Artificial Neural Network Modeling (ANNMO)
- Nestoras Georgiou, Andreas Konstantinidis, Harris Papadopoulos:
Malware Detection with Confidence Guarantees on Android Devices. 407-418 - Tiehang Duan:
Auto Regressive Dynamic Bayesian Network and Its Application in Stock Market Inference. 419-428 - Fotis Kalaganis, Dimitrios A. Adamos, Nikos Laskaris:
A Consumer BCI for Automated Music Evaluation Within a Popular On-Demand Music Streaming Service "Taking Listener's Brainwaves to Extremes". 429-440 - Mehdi Ben Lazreg, Morten Goodwin, Ole-Christoffer Granmo:
Information Abstraction from Crises Related Tweets Using Recurrent Neural Network. 441-452
Mining Humanistic Data Workshop (MHDW)
- Emmanouil Stergiadis, Athanassios M. Kintsakis, Fotis E. Psomopoulos, Pericles A. Mitkas:
A Scalable Grid Computing Framework for Extensible Phylogenetic Profile Construction. 455-462 - Christos Makris, Pantelis Vikatos:
Community Detection of Screenplay Characters. 463-470 - Stavros Anastasios Iakovou, Andreas Kanavos, Athanasios K. Tsakalidis:
Customer Behaviour Analysis for Recommendation of Supermarket Ware. 471-480 - Vasileios Athanasiou, Manolis Maragoudakis:
Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines. 481-489 - Evaggelos Spyrou, Apostolos Psallas, Vasileios Charalampidis, Phivos Mylonas:
Discovering Areas of Interest Using a Semantic Geo-Clustering Approach. 490-498 - Marios Koniaris, Ioannis Anagnostopoulos, Yannis Vassiliou:
Diversifying the Legal Order. 499-509 - Costas S. Iliopoulos, Ritu Kundu, Manal Mohamed:
Efficient Computation of Clustered-Clumps in Degenerate Strings. 510-519 - Maximos Kaliakatsos-Papakostas, Dimos Makris, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos:
Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant. 520-527 - Hasan Ogul, Basar Kirmaci:
Lyrics Mining for Music Meta-Data Estimation. 528-539 - Vassiliki Gkantouna, Giannis Tzimas, Basil Tampakas, John Tsaknakis:
Mining Domain-Specific Design Patterns. 540-551 - Maximos Kaliakatsos-Papakostas, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos:
Modelling Cadence Perception Via Musical Parameter Tuning to Perceptual Data. 552-561 - Ioannis Karydis, Aggelos Gkiokas, Vassilis Katsouros:
Musical Track Popularity Mining Dataset. 562-572 - Charalampos Michail, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi:
On the Computational Prediction of miRNA Promoters. 573-583
New Methods and Tools for Big Data Wokshop (MT4BD)
- Dimosthenis Ioannidis, Pantelis Tropios, Stelios Krinidis, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Building Multi-occupancy Analysis and Visualization Through Data Intensive Processing. 587-599 - Panagiotis Moschonas, Elias Kalamaras, Stavros Papadopoulos, Anastasios Drosou, Konstantinos Votis, Sevasti Bostantjopoulou, Zoe Katsarou, Charalambos Papaxanthis, Vassilia Hatzitaki, Dimitrios Tzovaras:
Discovering the Discriminating Power in Patient Test Features Using Visual Analytics: A Case Study in Parkinson's Disease. 600-610 - Christos Alexakos, Konstantinos Arvanitis, Andreas Papalambrou, Thomas Amorgianiotis, George Raptis, Nikolaos A. Zervos:
ERMIS: Extracting Knowledge from Unstructured Big Data for Supporting Business Decision Making. 611-622 - Maria Tserirzoglou-Thoma, Konstantinos A. Theofilatos, Eleni Tsitsouli, Georgios Panges-Tserres, Christos Alexakos, Charalampos N. Moschopoulos, Georgios Alexopoulos, Konstantinos Giannoulis, Spiros Likothanassis, Seferina Mavroudi:
Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks. 623-633 - Cansu Gokhan, Ziya Karakaya, Ali Yazici:
Systematic Mapping Study on Performance Scalability in Big Data on Cloud Using VM and Container. 634-641 - Achilleas Chytas, Katerina Vaporidi, Dimitris Babalis, Dimitrios Georgopoulos, Nicos Maglaveras, Ioanna Chouvarda:
Ineffective Efforts in ICU Assisted Ventilation: Feature Extraction and Analysis Platform. 642-650
5G - Putting Intelligence to the Network Edge (5G-PINE)
- Vassilios G. Vassilakis, Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Maria Belesioti, Nikolaos Bompetsis, Mick Wilson, Charles Turyagyenda, Athanassios Dardamanis:
Security Analysis of Mobile Edge Computing in Virtualized Small Cell Networks. 653-665 - Ioannis P. Chochliouros, Ioannis Giannoulakis, Tassos Kourtis, Maria Belesioti, Evangelos Sfakianakis, Anastasia S. Spiliopoulou, Nikolaos Bompetsis, Emmanouil Kafetzakis, Leonardo Goratti, Athanassios Dardamanis:
A Model for an Innovative 5G-Oriented Architecture, Based on Small Cells Coordination for Multi-tenancy and Edge Services. 666-675 - Leonardo Goratti, Cristina E. Costa, Jordi Pérez-Romero, Oriol Sallent, Cristina Ruiz, August Betzler, Pouria Sayyad Khodashenas, Seiamak Vahid, Karim M. Nasr, Babangida Abubakar, Alan Whitehead, Maria Belesioti, Ioannis P. Chochliouros:
Network Architecture and Essential Features for 5G: The SESAME Project Approach. 676-685 - Juan Sánchez-González, Jordi Pérez-Romero, Ramón Agustí, Oriol Sallent:
On Learning Mobility Patterns in Cellular Networks. 686-696 - Bego Blanco, Jose Oscar Fajardo, Fidel Liberal:
Design of Cognitive Cycles in 5G Networks. 697-708
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