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ORCID16. EANN Workshops 2015: Rhodes Island, Greece
- Lazaros S. Iliadis, Chrisina Jayne:
Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, EANN 2015, Rhodes Island, Greece, September 25-28, 2015. ACM 2015, ISBN 978-1-4503-3580-5
Engineering Applications of Neural Networks
- Primoz Potocnik, Edvard Govekar:
Practical Considerations in Training Extreme Learning Machines. 1:1-1:5 - Sotiris Konstantinidis, Pythagoras Karampiperis, Miguel-Ángel Sicilia
:
Enhancing the Levenberg-Marquardt Method in Neural Network training using the direct computation of the Error Cost Function Hessian. 2:1-2:5 - Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of Electricity Bill Data using Interactive Dimensionality Reduction. 3:1-3:7 - Luca Benvenuti, Christoph Kloss, Stefan Pirker:
Characterization of DEM particles by means of artificial neural networks and macroscopic experiments. 4:1-4:8 - Leandro Y. Mano, Gabriel T. Giancristofaro, Bruno S. Faiçal, Giampaolo L. Libralon, Gustavo Pessin, Pedro Henrique Gomes:
Exploiting the Use of Ensemble Classifiers to Enhance the Precision of User's Emotion Classification. 5:1-5:7 - Tibor Kmet, Maria Kmetova:
A 24h forecast of solar irradiance using echo state neural networks. 6:1-6:5 - Afshin Shahriari, Hamid Parvin, Alireza Monajati:
Exploring Weights of Hierarchical and Equivalency Relationship in General Persian Texts. 7:1-7:7 - Sam Palmer, Denise Gorse, Ema Muk-Pavic:
Neural Networks and Particle Swarm Optimization for Function Approximation in Tri-SWACH Hull Design. 8:1-8:6 - Irina Myagkova, Sergey Dolenko, Vladimir Shiroky, Natalia Sentemova, Igor Persiantsev:
Horizon of Neural Network Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth. 9:1-9:5 - Marc Le Goc, Fabien Barthelot, Eric Pascual:
Seasonality of Human Behavior in Smart Buildings. 10:1-10:10
Artificial Intelligence Applications in Biomedicine
- Theodoros Iliou, Christos-Nikolaos Anagnostopoulos, Marina Nerantzaki, George C. Anastassopoulos:
A Novel Machine Learning Data Preprocessing Method for Enhancing Classification Algorithms Performance. 11:1-11:5 - Androniki Tamvakis, Christos-Nikolaos Anagnostopoulos, George E. Tsekouras, George C. Anastassopoulos:
Optimizing voting classification using cluster analysis on medical diagnosis data. 12:1-12:7 - Noa Eyal, Mark Last, Eitan Rubin:
Comparison of three classifiers for breast cancer outcome prediction. 13:1-13:6 - Ilias Maglogiannis, Theodosios Goudas, Antonis Billiris, Haralampos Karanikas, Ioannis Valavanis, Olga Papadodima, Georgia Kontogianni, Aristotelis Chatziioannou:
Redesigning EHRs and Clinical Decision Support Systems for the Precision Medicine Era. 14:1-14:8 - Dimitrios Galiatsatos, Georgia Konstantopoulou, George C. Anastassopoulos, Marina Nerantzaki, Konstantinos Assimakopoulos, Dimitrios K. Lymberopoulos:
Classification of the most Significant Psychological Symptoms in Mental Patients with Depression using Bayesian Network. 15:1-15:8 - Harris Papadopoulos, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis:
Reliable Probabilistic Prediction of High-Risk Asymptomatic Carotid Plaques. 16:1-16:9
Mining Humanistic Data
- Basilis Charalampakis, Dimitris Spathis, Elias Kouslis, Katia Kermanidis:
Detecting Irony on Greek Political Tweets: A Text Mining Approach. 17:1-17:5 - Phivos Mylonas:
An overview of context types within multimedia and social computing. 18:1-18:5 - Panagiotis Gourgaris, Christos Makris:
A Density Based k-Means Initialization Scheme. 19:1-19:9 - Vasiliki Retsi, Ianthi Aggeliki Leonti, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi:
Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology. 20:1-20:9 - Katia Lida Kermanidis, Manolis Maragoudakis, Spyros Vosinakis:
House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. 21:1-21:8 - Dimos Makris, Ioannis Karydis, Spyros Sioutas:
The Greek Music Dataset. 22:1-22:7 - Athanasia Koumpouri, Iosif Mporas, Vasileios Megalooikonomou:
Evaluation of Four Approaches for "Sentiment Analysis on Movie Reviews": The Kaggle Competition. 23:1-23:5 - Angeliki Rapti, Dimitrios Tsolis, Spyros Sioutas, Athanasios K. Tsakalidis:
A Survey: Mining Linked Cultural Heritage Data. 24:1-24:6 - Sotiris P. Christodoulou, Giannis Tzimas, Andreas Gizas, Emmanouil Viennas, Marios Kendea:
Mining HTML5 code: a view to how humans use emerging web standards. 25:1-25:6
Innovative European Policies and Applied Measures for Developing Smart Cities
- Konstantinos Deltouzos, Spyros G. Denazis:
Distributed balancer of mobile nodes' bandwidth and battery resources in P2P VoD systems. 26:1-26:7 - Ioannis M. Stephanakis, Ioannis P. Chochliouros, Evangelos Sfakianakis, Noorulhassan Shirazi:
Anomaly Detection In Secure Cloud Environments Using a Self-Organizing Feature Map (SOFM) Model For Clustering Sets of R-Ordered Vector-Structured Features. 27:1-27:9 - Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Ioannis M. Stephanakis, Dimitrios N. Arvanitozisis, Evangelos Sfakianakis, Maria Belesioti, Evangelia M. Georgiadou, Nina Mitsopoulou:
Security and Protection of Critical Infrastructures: A Conceptual and Regulatory Overview for Network and Information Security in the European Framework, also focusing upon the Cloud Perspective. 28:1-28:10 - Makis Stamatelatos, Dirk Osstyn, Simon Delaere:
The Creative Ring Conceptual Architecture. 29:1-29:7 - Georgios Bardis, Nikolaos Sideris, Nikolaos Vassilas, Georgios Miaoulis:
An Intelligent GIS Database Framework Featuring Building Query Functionality Using n-grams Encoding and k-means Classification. 30:1-30:7 - Nikolaos Sideris, Georgios Bardis, Nikolaos Vassilas, Georgios Miaoulis:
An Integrated Framework for Semantic Modelling and Decision Support in 3D Urban Virtual Environments. 31:1-31:9 - Aggeliki Vlachostergiou, Georgios Stratogiannis, George Caridakis, Georgios Siolas, Phivos Mylonas:
Smart home context awareness based on Smart and Innovative Cities. 32:1-32:10 - George L. Lyberopoulos, Eleni Theodoropoulou, Ioanna Mesogiti, Konstantinos Filis, Ioannis Mamounakis, Prodromos Makris, Emmanouel A. Varvarigos:
VIMSEN: A Distributed Architecture for future Energy Market Frameworks. 33:1-33:5 - Evangelos Vlachos, Christos Mavrokefalidis, Dimitris Ampeliotis, Kostas Berberidis:
Regularized ICI Cancellation in V2V Communications. 34:1-34:8 - Efthymios Oikonomou, Dimitra Panagiotou, Angelos N. Rouskas:
Energy-aware Management of Virtual Machines in Cloud Data Centers. 35:1-35:6 - George Asimakopoulos, Sotiris P. Christodoulou, Andreas Gizas, Vassilios Triantafillou, Giannis Tzimas, Emmanouil Viennas, John V. Gialelis, Dimitrios Karadimas, Andreas Papalambrou:
Towards a Dynamic Waste Collection Management System using Real-time and Forecasted Data. 36:1-36:9
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