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10th SETN 2018: Patras, Greece
- Proceedings of the 10th Hellenic Conference on Artificial Intelligence, SETN 2018, Patras, Greece, July 09-12, 2018. ACM 2018
Machine Learning I
- Maria Tzelepi, Anastasios Tefas
:
Fully Unsupervised Convolutional Learning for Fast Image Retrieval. 1:1-1:6 - Christos Spatharis, Theocharis Kravaris, George A. Vouros
Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems. 2:1-2:9 - Georgios Symeonidis, Anastasios Tefas
Recurrent Attention for Deep Neural Object Detection. 3:1-3:8 - Konstantinos Tsampazis, Anastasios Tefas
Deep Sparse Autoencoders for Football Match and Bet Prediction. 4:1-4:8 - Theodoros Theodorou, Iosif Mporas, Ilyas Potamitis, Nikos Fakotakis:
Data-Driven Audio Feature Selection for Audio Quality Recognition in Broadcast News. 5:1-5:6 - Nikos Fazakis
A Semi-supervised regressor based on model trees. 6:1-6:7
Machine Learning II
- Odysseas Krystalakos, Christoforos Nalmpantis, Dimitris Vrakas:
Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks. 7:1-7:6 - Michail Vougioukas, Ion Androutsopoulos
Identifying Retweetable Tweets with a Personalized Global Classifier. 8:1-8:8 - Georgios Kechagias, Grigorios Tzortzis, George Paliouras, Dimitrios Vogiatzis:
A Parallel Algorithm for Tracking Dynamic Communities based on Apache Flink. 9:1-9:4 - Evangelos Mitsianis, Evaggelos Spyrou, Theodore Giannakopoulos, Stavros Niafas, Stavros J. Perantonis:
Deep learned features for image retrieval. 10:1-10:4
Data Mining
- Christos Makris
Evaluation of Sensitive Data Hiding Techniques for Transaction Databases. 11:1-11:8 - Georgios Feretzakis
On Using Linear Diophantine Equations for Efficient Hiding of Decision Tree Rules. 12:1-12:8 - Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
Generalized Adaptive Possibilistic C-Means Clustering Algorithm. 13:1-13:10 - Theofilos Chamalis, Aristidis Likas:
The Projected Dip-means Clustering Algorithm. 14:1-14:7 - Flora Sakketou, Nicholas Ampazis, Dimosthenis Drivaliaris:
Generating Recommendations by Graph Traversal in Social Rating Networks. 15:1-15:7 - Dimitris Boussis, Elias Dritsas
MapReduce Implementations for Privacy Preserving Record Linkage. 16:1-16:4
Evolutionary and Nature Inspired Methods
- Alexandros Tzanetos
A Nature Inspired metaheuristic for Optimal Leveling of Resources in Project Management. 17:1-17:7 - Konstantinos Boulas, Alexandros Tzanetos
Acquisition of approximate throughput formulas for serial production lines with parallel machines using intelligent techniques. 18:1-18:7 - Ali Mensi, Jean-François Condotta, Issam Nouaouri, Michael Sioutis
A Hybrid Evolutionary Algorithm for Maximizing Satisfiability in Temporal or Spatial Qualitative Constraints. 19:1-19:9
Text Mining and Analysis
- Nektaria Potha, Efstathios Stamatatos
Intrinsic Author Verification Using Topic Modeling. 20:1-20:7 - Dimitrios Michailidis, Nikolaos Stylianou
Real Time Location Based Sentiment Analysis on Twitter: The AirSent System. 21:1-21:4 - Christoforos Nalmpantis, Odysseas Krystalakos, Dimitris Vrakas:
Energy profile representation in vector space. 22:1-22:5 - Christos Klavdianos, Christos Makris
Diversifying Search Engine Results. 23:1-23:4
Knowledge Representation and Reasoning
- Nick Bassiliades, Nikolaos I. Spanoudakis
Towards Multipolicy Argumentation. 24:1-24:10 - Ioannis Delis, Jacek P. Dmochowski, Paul Sajda, Qi Wang:
Correlations of Neural Activity with Behavioral Kinematics during Active Tactile Decision Making. 25:1-25:7 - Theofanis I. Aravanis
Iterated Belief Revision and Dalal's Operator. 26:1-26:4 - Ioannis Prapas
Towards Human Activity Reasoning with Computational Logic and Deep Learning. 27:1-27:4 - Stamatis Karlos
Local weighted Averaged 2-Dependence Estimator. 28:1-28:4 - Manolis Pitsikalis
Composite Event Patterns for Maritime Monitoring. 29:1-29:4 - Ilias Kotinas, Nikos Fakotakis:
An Aggregation Operator for Evaluating Unbounded Positive Evidence. 30:1-30:4
Agent-Based Systems
- Katerina Zamani, Georgios Stavrinos
Detecting and Measuring Human Walking in Laser Scans. 31:1-31:7 - Sotiris Papatheodorou, Michalis Smyrnakis, Hamidou Tembine
Game theoretic optimal position computation of collaborating agents for visual area coverage. 32:1-32:7 - Kalliopi Kravari, Maria Ustyantseva, Nick Bassiliades:
DRAMa: An IoT-enabled Distributed Reputation Agent Model. 33:1-33:4
Deep Learning
- George Kyriakides, Konstantinos G. Margaritis:
Neural Architecture Search with Synchronous Advantage Actor-Critic Methods and Partial Training. 34:1-34:7 - Spiros V. Georgakopoulos
Convolutional Neural Networks for Toxic Comment Classification. 35:1-35:6 - Evangelos Mitsianis, Evaggelos Spyrou, Theodore Giannakopoulos:
Speaker Verification based on extraction of Deep Features. 36:1-36:4
Natural Language Processing for Social Media Analysis (NLP4SMA)
- Kateryna Kaplun, Christopher S. Leberknight, Anna Feldman:
Controversy and Sentiment: An Exploratory Study. 37:1-37:7 - Vasiliki Simaki
Detection of Stance-Related Characteristics in Social Media Text. 38:1-38:7 - Ilias Kotinas, Nikos Fakotakis:
Text Analysis for Decision Making under Adversarial Environments. 39:1-39:6 - Christos Samarinas
WAMBy: An information retrieval approach to web-based question answering. 40:1-40:8 - Kei Yin Ng, Anna Feldman, Christopher S. Leberknight:
Detecting Censorable Content on Sina Weibo: A Pilot Study. 41:1-41:5 - Nikolaos Spatiotis, Isidoros Perikos
Evaluation of an Educational Training Platform Using Text Mining. 42:1-42:5
Intelligent Biomedical Systems and Applications (IBSA)
- Evangelia Pippa, Evangelia I. Zacharaki, Ahmet Turan Özdemir, Billur Barshan
Global vs local classification models for multi-sensor data fusion. 43:1-43:5 - Ioannis Delis, Pauline M. Hilt
Characterization of whole-body muscle activity during reaching movements using space-by-time modularity and functional similarity analysis. 44:1-44:7 - Aggeliki Anastasiou, Otilia Kocsis
Exploring machine learning for monitoring and predicting severe asthma exacerbations. 45:1-45:6 - Georgios N. Dimitrakopoulos
Pathway analysis using XGBoost classification in Biomedical Data. 46:1-46:6 - Marios Adamou
Mining Free-Text Medical Notes for Suicide Risk Assessment. 47:1-47:8 - Eleftheria Polychronidou, Ilias Kalamaras, Konstantinos Votis
Towards visualizing primary Sjögren's Syndrome data from heterogeneous cohorts. 48:1-48:4
Quantum Artificial Intelligence (QAI)
- Narges Alavi Samani, Hossein Aghababa:
Application of Quantum Gradient Descent as a Learning Algorithm for Factorization Machines: Quantum Artificial Intelligence. 49:1-49:7 - Konstantinos Prousalis, Nikos Konofaos
Improving the Sequence Alignment Method by Quantum Multi-Pattern Recognition. 50:1-50:4 - Amirhossein Moshrefi, Narges Alavi, Hossein Aghababa:
Knock Detection Improvement Applying Quantum Signal Processing Method in Automotive System. 51:1-51:4
Poster papers
- Dimitris Kalampalikis, Konstantinos Moustakas:
Design of a vision substitution vibrotactile vest for the visually impaired. 52:1-52:2 - Gerasimos Arvanitis
3-Class Prediction of Asthma Control Status Using a Gaussian Mixture Model Approach. 53:1-53:2 - Kyriakos Giagtzoglou, Dimitris Kalles
A gaming ecosystem as a tool for research and education in Artificial Intelligence. 54:1-54:2 - Prodromos Lilitsis, Theodore Patkos, Giorgos Flouris, Dimitris Plexousakis:
Travel Companion: A mobile system for trip assistance relying on Artificial Intelligence and Augmented Reality. 55:1-55:2 - Antonios Pantazopoulos, Manolis Maragoudakis:
Sports & Nutrition Data Science using Gradient Boosting Machines. 56:1-56:7 - Vasileios Tzitzilonis, Vassilios A. Kappatos, Evangelos Dermatas, George Apostolopoulos
Classification of occluded 2D objects using deep learning of 3D shape surfaces. 57:1-57:2 - Pavlos Skoupras, Maria Soulountsi, Shubham Khandelwal, Jaideep Upadhyay, Konstantinos Paraskevas, Georgios Zervas, Nikolaos Fourtounis, Michail Chartomatsidis, Dimitris Katsios, Giorgos P. Papamichalakis, Ergina Kavallieratou
El Greco: a 3d-printed humanoid that anybody can afford. 58:1-58:2 - Ioanna Bakali, Dimitris Chatzis
Control a robot via internet using a block programming platform for educational purposes. 59:1-59:2
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