Table of Contents

• The Power of the "Pursuit" Learning Paradigm in the Partitioning of DataAbdolreza Shirvani, B. John Oommen. 3-16 [doi]
• A Benchmark Framework to Evaluate Energy Disaggregation SolutionsNikolaos Symeonidis, Christoforos Nalmpantis, Dimitris Vrakas. 19-30 [doi]
• Application of Deep Learning Long Short-Term Memory in Energy Demand ForecastingNameer Al Khafaf, Mahdi Jalili, Peter Sokolowski. 31-42 [doi]
• Modelling of Compressors in an Industrial CO _2 -Based Operational Cooling System Using ANN for Energy Management PurposesSven Myrdahl Opalic, Morten Goodwin, Lei Jiao, Henrik Kofoed Nielsen, Mohan Lal Kolhe. 43-54 [doi]
• Outlier Detection in Temporal Spatial Log Data Using Autoencoder for Industry 4.0Lukas Kaupp, Ulrich Beez, Jens Hülsmann, Bernhard G. Humm. 55-65 [doi]
• Reservoir Computing Approaches Applied to Energy Management in IndustryValentina Colla, Ismael Matino, Stefano Dettori, Silvia Cateni, Ruben Matino. 66-79 [doi]
• Signal2Vec: Time Series Embedding RepresentationChristoforos Nalmpantis, Dimitris Vrakas. 80-90 [doi]
• Classification of Sounds Indicative of Respiratory DiseasesStavros Ntalampiras, Ilyas Potamitis. 93-103 [doi]
• Eye Disease Prediction from Optical Coherence Tomography Images with Transfer LearningArka Bhowmik, Sanjay Kumar, Neeraj Bhat. 104-114 [doi]
• Severe Asthma Exacerbations Prediction Using Neural NetworksArthur Silveira, Cristian Muñoz, Leonardo Mendoza. 115-124 [doi]
• A New Generalized Neuron Model Applied to DNA Microarray ClassificationBeatriz A. Garro, Roberto Antonio Vázquez. 125-136 [doi]
• A Hybrid Approach for the Fighting Game AI Challenge: Balancing Case Analysis and Monte Carlo Tree Search for the Ultimate Performance in Unknown EnvironmentGia Thuan Lam, Doina Logofatu, Costin Badica. 139-150 [doi]
• A Probabilistic Graph-Based Method to Improve Recommender System AccuracyNima Joorabloo, Mahdi Jalili, Yongli Ren. 151-163 [doi]
• A Robust Deep Ensemble Classifier for Figurative Language DetectionRolandos-Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis. 164-175 [doi]
• Enhanced Feature Selection for Facial Expression Recognition Systems with Genetic AlgorithmsKennedy Chengeta. 176-187 [doi]
• Imaging Time-Series for NILMLamprini Kyrkou, Christoforos Nalmpantis, Dimitris Vrakas. 188-196 [doi]
• Learning Meaningful Sentence Embedding Based on Recursive Auto-encodersAmal Bouraoui, Salma Jamoussi, Abdelmajid Ben Hamadou. 197-207 [doi]
• Pruning Extreme Wavelets Learning Machine by Automatic Relevance DeterminationPaulo Vitor de Campos Souza, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Augusto Junio Guimarães. 208-220 [doi]
• Students' Performance Prediction Model Using Meta-classifier ApproachHasniza Hassan, Syahid Anuar, Nor Bahiah Ahmad. 221-231 [doi]
• A Deep Network System for Simulated Autonomous Driving Using Behavioral CloningAndreea-Iulia Patachi, Florin Leon, Doina Logofatu. 235-245 [doi]
• A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda ArchitectureKonstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis. 246-261 [doi]
• Deep Learning and Change Detection for Fall RecognitionSotiris K. Tasoulis, Georgios I. Mallis, Spiros V. Georgakopoulos, Aristidis G. Vrahatis, Vassilis P. Plagianakos, Ilias G. Maglogiannis. 262-273 [doi]
• Image Classification Using Deep Neural Networks: Transfer Learning and the Handling of Unknown ImagesVedang Chauhan, Keyur D. Joshi, Brian Surgenor. 274-285 [doi]
• Learnae: Distributed and Resilient Deep Neural Network Training for Heterogeneous Peer to Peer TopologiesSpyridon Nikolaidis, Ioannis Refanidis. 286-298 [doi]
• Predicting Customer Churn Using Artificial Neural NetworkSanjay Kumar, Manish Kumar. 299-306 [doi]
• Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in ChillersSerafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Perfecto Reguera, Ignacio Díaz Blanco, Manuel Domínguez. 307-319 [doi]
• Canonical Correlation Analysis Framework for the Reduction of Test Time in Industrial Manufacturing Quality TestsPaul Alexandru Bucur, Philipp Hungerländer. 323-334 [doi]
• Convolutional Neural Network for Detection of Building Contours Using Multisource Spatial DataGeorge Papadopoulos, Nikolaos Vassilas, Anastasios L. Kesidis. 335-346 [doi]
• A Meta-multicriteria Approach to Estimate Drought Vulnerability Based on Fuzzy Pattern RecognitionM. Spiliotis, A. Iglesias, Luis Garrote 0002. 349-360 [doi]
• Bioinspired Early Prediction of Earthquakes Inferred by an Evolving Fuzzy Neural Network ParadigmMario Malcangi, Marco Malcangi. 361-367 [doi]
• Enhancing Disaster Response for Hazardous Materials Using Emerging Technologies: The Role of AI and a Research AgendaJaziar Radianti, Ioannis Dokas, Kees Boersma, Nadia Saad Noori, Nabil Belbachir, Stefan Stieglitz. 368-376 [doi]
• Evolutionary Optimization on Artificial Neural Networks for Predicting the User's Future Semantic LocationAntonios Karatzoglou. 379-390 [doi]
• Global Minimum Depth in Edwards-Anderson ModelIakov Karandashev, Boris Kryzhanovsky. 391-398 [doi]
• Imbalanced Datasets Resampling Through Self Organizing Maps and Genetic AlgorithmsMarco Vannucci, Valentina Colla. 399-411 [doi]
• Improvement of Routing in Opportunistic Communication Networks of Vehicles by Unsupervised Machine LearningLadislava Smítková Janku, Katerina Hyniova. 412-423 [doi]
• Machine Learning Approach for Drone Perception and ControlYograj S. Mandloi, Yoshinobu Inada. 424-431 [doi]
• A Deep Dense Neural Network for Bankruptcy PredictionStamatios-Aggelos N. Alexandropoulos, Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis. 435-444 [doi]
• Stock Price Movements Classification Using Machine and Deep Learning Techniques-The Case Study of Indian Stock MarketNagaraj Naik, Biju R. Mohan. 445-452 [doi]
• Study of Stock Return Predictions Using Recurrent Neural Networks with LSTMNagaraj Naik, Biju R. Mohan. 453-459 [doi]
• Comparison of Network Intrusion Detection Performance Using Feature RepresentationDaniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez. 463-475 [doi]
• Cyber Security Incident Handling, Warning and Response System for the European Critical Information Infrastructures (CyberSANE)Spyridon Papastergiou, Haralambos Mouratidis, Eleni-Maria Kalogeraki. 476-487 [doi]
• Fault Diagnosis in Direct Current Electric Motors via an Artificial Neural NetworkTheofanis I. Aravanis, Tryfon-Chrysovalantis I. Aravanis, Polydoros N. Papadopoulos. 488-498 [doi]
• On Predicting Bottlenecks in Wavefront Parallel Video Coding Using Deep Neural NetworksNatalia Panagou, Panagiotis Oikonomou, Panos K. Papadopoulos, Maria G. Koziri, Thanasis Loukopoulos, Dimitrios K. Iakovidis. 501-510 [doi]
• Recognizing Human Actions Using 3D Skeletal Information and CNNsAntonios Papadakis, Eirini Mathe, Ioannis Vernikos, Apostolos Maniatis, Evaggelos Spyrou, Phivos Mylonas. 511-521 [doi]
• Staircase Detection Using a Lightweight Look-Behind Fully Convolutional Neural NetworkDimitrios E. Diamantis, Dimitra-Christina C. Koutsiou, Dimitrios K. Iakovidis. 522-532 [doi]
• Obstacle Detection Based on Generative Adversarial Networks and Fuzzy Sets for Computer-Assisted NavigationGeorge Dimas, Charis Ntakolia, Dimitrios K. Iakovidis. 533-544 [doi]