Table of Contents

• A Machine Learning Approach for Seismic Vulnerability RankingIoannis Karampinis, Lazaros Iliadis 0001. 3-16 [doi]
• Computational Ethology: Short Review of Current Sensors and Artificial Intelligence Based MethodsMarina Aguilar-Moreno, Manuel Graña. 17-27 [doi]
• Toward an Epidermal Patch for Voice Prosthesis and Diseases Prediction by a Fuzzy-Neuro ParadigmMario Malcangi, Giovanni Felisati, Alberto M. Saibene, Enrico Alfonsi, Mauro Fresia, Pasquale Cambiaghi. 28-32 [doi]
• Towards Improved User Experience for Artificial Intelligence SystemsLisa Brand, Bernhard G. Humm, Andrea Krajewski, Alexander Zender. 33-44 [doi]
• A Critical Analysis of Classifier Selection in Learned Bloom Filters: The EssentialsDario Malchiodi, Davide Raimondi, Giacomo Fumagalli, Raffaele Giancarlo, Marco Frasca 0001. 47-61 [doi]
• Balancing High-Dimensional Datasets with Complex LayersLeon Bobrowski. 62-70 [doi]
• BotDroid: Permission-Based Android Botnet Detection Using Neural NetworksSaeed Seraj, Elias Pimenidis, Michalis Pavlidis, Stelios Kapetanakis, Marcello Trovati, Nikolaos Polatidis. 71-84 [doi]
• Classification of Time Signals Using Machine Learning TechniquesIshfaq Ahmad Jadoon, Doina Logofatu, Mohammad Nahin Islam. 85-96 [doi]
• Conductivity Classification Using Machine Learning Algorithms in the "Bramianon" DamKiourt Nichat, Lazaros S. Iliadis, Antonios Papaleonidas. 97-109 [doi]
• Generation of Bases for Classification in the Bio-inspired Layered NetworksNaohiro Ishii, Kazunori Iwata 0001, Tokuro Matsuo. 110-120 [doi]
• Load-Shedding Management in a Smart Grid Architecture Through Smart MeteringMuhammad Faizan Khan, Gul Muhammad Khan. 121-130 [doi]
• MiniAnDE: A Reduced AnDE Ensemble to Deal with Microarray DataPablo Torrijos, José A. Gámez 0001, José Miguel Puerta. 131-143 [doi]
• Multi-view Semi-supervised Learning Using Privileged InformationEvgueni N. Smirnov, Richard Delava, Ron Diris, Nikolay I. Nikolaev. 144-152 [doi]
• A Multi-relationship Language Acquisition Model for Predicting Child Vocabulary GrowthAndrew Roxburgh, Floriana Grasso, Terry R. Payne. 155-167 [doi]
• Knowledge Graph of Urban Firefighting with Rule-Based Entity ExtractionXudong Wang, Slam Nady, Zixiang Zhang, Mingtong Zhang, Jingrong Wang. 168-177 [doi]
• Optimal Traffic Flow Distributions on Dynamic NetworksArmen Bagdasaryan, Antonios Kalampakas, Mansoor Saburov, Stefanos Spartalis. 178-190 [doi]
• Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer SelectionSanaullah, Shamini Koravuna, Ulrich Rückert 0001, Thorsten Jungeblut. 191-202 [doi]
• User Equilibrium and System Optimality Conditions for Flow Distributions on Congested NetworksAntonios Kalampakas, Armen Bagdasaryan, Mansoor Saburov, Stefanos Spartalis. 203-214 [doi]
• Digital Transformation for Offshore Assets: A Deep Learning Framework for Weld Classification in Remote Visual InspectionsLuis Alberto Toral-Quijas, Eyad Elyan, Carlos Francisco Moreno-García, Jan Stander. 217-226 [doi]
• Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorchDavide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina. 227-238 [doi]
• Hierarchical Prediction in Incomplete Submetering Systems Using a CNNSerafín Alonso, Antonio Morán 0001, Daniel Pérez 0001, Miguel A. Prada, Juan José Fuertes 0001, Manuel Domínguez 0002. 239-250 [doi]
• Pruning for Power: Optimizing Energy Efficiency in IoT with Neural Network PruningThomas Widmann, Florian Merkle, Martin Nocker, Pascal Schöttle. 251-263 [doi]
• Advanced Skin Cancer Detection Using Deep LearningMai Alzamel, Seba Alhejaili, Fatimah Alhumaidhi, Joud Alismail, Lama Almubarak, Halah Altammami, Costas S. Iliopoulos, Zara Lim. 267-278 [doi]
• Cross-Learning-Based Sales Forecasting Using Deep Learning via Partial Pooling from Multi-level DataJosé Manuel Oliveira, Patrícia Ramos. 279-290 [doi]
• Discrimination of Attention Deficit Hyperactivity Disorder Using Capsule Networks and LSTM Networks on fMRI DataArunav Dey, Jigya Singh, Manaswini Rathore, Roshni Govind, Vandana M. Ladwani. 291-302 [doi]
• Gaussian-Based Approach for Out-of-Distribution Detection in Deep LearningThiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral. 303-314 [doi]
• LoockMe: An Ever Evolving Artificial Intelligence Platform for Location Scouting in GreeceEleftherios Trivizakis, Vassilios Aidonis, Vasileios C. Pezoulas, Yorgos Goletsis, Nikolaos Oikonomou, Ioannis Stefanis, Leoni Chondromatidou, Dimitrios I. Fotiadis, Manolis Tsiknakis, Kostas Marias. 315-327 [doi]
• Object Detection for Functional Assessment ApplicationsAlessandro Melino-Carrero, Álvaro Nieva Suárez, Cristina Losada-Gutiérrez, Marta Marrón Romera, Irene Guardiola Luna, Javier Baeza-Mas. 328-339 [doi]
• Performance Analysis of Digit Recognizer Using Various Machine Learning AlgorithmsLakshmi Alekya Chittem, Doina Logofatu, Sheikh Sharfuddin Mim. 340-351 [doi]
• Towards Automatic Assessment of Quiet Standing Balance During the Execution of ADLsIrene Guardiola Luna, Leticia Monasterio Expósito, Javier Macías Guarasa, Álvaro Nieva Suárez, Marina Murillo-Teruel, José Luis Martín Sánchez, Sira Elena Palazuelos-Cagigas. 352-363 [doi]
• Adaptive Model for Industrial Systems Using Echo State NetworksJosé Ramón Rodríguez-Ossorio, Antonio Morán 0001, Juan José Fuertes 0001, Miguel A. Prada, Ignacio Díaz, Manuel Domínguez 0002. 367-378 [doi]
• DNN-Driven Gradient-Based Shape Optimization in Fluid MechanicsKonstantina G. Kovani, Marina G. Kontou, Varvara G. Asouti, Kyriakos C. Giannakoglou. 379-390 [doi]
• Residual Error Learning for Electricity Demand ForecastingAchilleas Andronikos, Maria Tzelepi, Anastasios Tefas. 391-402 [doi]
• Strain Prediction of a Bridge Deploying Autoregressive Models with ARIMA and Machine Learning AlgorithmsAnastasios Panagiotis Psathas, Lazaros S. Iliadis, Antonios Papaleonidas. 403-419 [doi]
• Verification of Neural Networks Meets PLC Code: An LHC Cooling Tower Control System at CERNIgnacio D. Lopez-Miguel, Borja Fernández Adiego, Faiq Ghawash, Enrique Blanco Viñuela. 420-432 [doi]
• Virtual Flow Meter for an Industrial ProcessRaúl González-Herbón, Guzmán González-Mateos, Serafín Alonso, Miguel A. Prada, Juan José Fuertes 0001, Antonio Morán 0001, Manuel Domínguez 0002. 433-444 [doi]
• Wind Energy Prediction Guided by Multiple-Location Weather ForecastsCharalampos Symeonidis, Nikos Nikolaidis 0001. 445-457 [doi]
• An Autonomous Self-learning and Self-adversarial Training Neural Architecture for Intelligent and Resilient Cyber Security SystemsKonstantinos Demertzis, Lazaros S. Iliadis. 461-478 [doi]
• Deep Transfer Learning Application for Intelligent Marine Debris DetectionKai Yuan Chia, Cheng Siong Chin, Simon See. 479-490 [doi]
• Forecasting Functional Time Series Using Federated LearningRaúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro. 491-504 [doi]
• Group-Personalized Federated Learning for Human Activity Recognition Through Cluster Eccentricity AnalysisAhmed Abbas Mohsin Al-Saedi, Veselka Boeva. 505-519 [doi]
• Modeling Others as a Player in Non-cooperative Game for Multi-agent CoordinationJunjie Zhong, Toshiharu Sugawara. 520-531 [doi]
• Neural Network Bootstrap Forecast Distributions with Extreme Learning MachinesMichele La Rocca 0001, Cira Perna. 532-547 [doi]
• Subsampled Dataset Challenges and Machine Learning Techniques in Table TennisDimitrios Simopoulos, Andreas Nikolakakis, George C. Anastassopoulos. 548-557 [doi]
• Towards Explaining Shortcut Learning Through Attention Visualization and Adversarial AttacksPedro Gonçalo Correia, Henrique Lopes Cardoso. 558-569 [doi]
• A Novel Neural Network-Based Recommender System for Drug RecommendationHadi Al-Mubasher, Ziad Doughan, Layth Sliman, Ali M. Haidar 0001. 573-584 [doi]
• DACL: A Domain-Adapted Contrastive Learning Approach to Low Resource Language Representations for Document Clustering TasksDimitrios Zaikis, Stylianos Kokkas, Ioannis P. Vlahavas. 585-598 [doi]
• Evaluating the Extraction of Toxicological Properties with Extractive Question AnsweringBruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Hugo Amaro, Ângela Laranjeiro, Catarina Silva 0001. 599-606 [doi]
• Semi-automated System for Pothole Detection and LocationFavell Nuñez, Rodrigo Espinal, Gerardo Zavala, Josue Banegas. 607-618 [doi]