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Viewing Publication 1 - 100 from 3889

2023

Treating Common Problems Observed During Smart Building Control Real-Life Testing: Sharing Practical ExperienceGeorgios Karatzinis 0001, Iakovos T. Michailidis, Asimina Dimara, Aliki Stefanopoulou, Vasileios Georgios Vasilopoulos, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 254-265 [doi]

Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge DevicesYasmine Abu Adla, Mazen A. R. Saghir, Mariette Awad. ifip12 2023: 527-538 [doi]

Machine Learning for Predicting Production Disruptions in the Wood-Based Panels Industry: A Demonstration CaseCláudia Afonso, Arthur Matta, Luís Miguel Matos, Miguel Bastos Gomes, Antonina Santos, André Luiz Pilastri, Paulo Cortez 0001. ifip12 2023: 340-351 [doi]

Accelerated Monitoring of Powder Bed Fusion Additive Manufacturing via High-Throughput Imaging and Low-Latency Machine LearningAyyoub Ahar, Rob Heylen, Dries Verhees, Cyril Blanc, Abdellatif Bey-Temsamani. ifip12 2023: 250-265 [doi]

Predicting Colour Reflectance with Gradient Boosting and Deep LearningAsei Akanuma, Daniel Stamate, J. Mark Bishop. ifip12 2023: 149-160 [doi]

Intrusion Detection Using Attention-Based CNN-LSTM ModelBan Al-Omar, Zouheir Trabelsi. ifip12 2023: 515-526 [doi]

OF-AE: Oblique Forest AutoEncodersCristian Daniel Alecsa. ifip12 2023: 207-219 [doi]

Hyperspectral Classification of Recyclable Plastics in Industrial SetupsGeorgios Alexakis, Michail Maniadakis. ifip12 2023: 416-428 [doi]

Semi-supervised Brain Tumor Segmentation Using Diffusion ModelsAhmed Alshenoudy, Bertram Sabrowsky-Hirsch, Stefan Thumfart, Michael Giretzlehner, Erich Kobler. ifip12 2023: 314-325 [doi]

Local Maximal Equality-Free PeriodicitiesMai Alzamel, Jacqueline W. Daykin, Christopher Hampson, Costas S. Iliopoulos, Zara Lim, W. F. Smyth. ifip12 2023: 359-368 [doi]

ML-Based Prediction of Carbon Emissions for Potato Farms in IranSeyedeh Razieh Ehsani Amrei, Lakshmi Babu Saheer, Cristina Luca. ifip12 2023: 352-361 [doi]

Matching Patterns of Temporal Neural Activity Using the Victor-Purpura Distance in Real-TimeAlberto Ayala, Angel Lareo, Pablo Varona, Francisco B. Rodriguez. ifip12 2023: 541-553 [doi]

Decentralized Multi Agent Deep Reinforcement Q-Learning for Intelligent Traffic ControllerThamilselvam B, Subrahmanyam Kalyanasundaram, M. V. Panduranga Rao. ifip12 2023: 45-56 [doi]

Prediction of Drug Interactions Using Graph-Topological Features and GNNNavyasree Balamuralidhar, Pranav Surendran, Gaurav Singh, Shrutilipi Bhattacharjee, Ramya D. Shetty. ifip12 2023: 135-144 [doi]

Deep Reinforcement Learning for Robust Goal-Based Wealth ManagementTessa Bauman, Bruno Gasperov, Stjepan Begusic, Zvonko Kostanjcar. ifip12 2023: 69-80 [doi]

Generation of Optimum Frenet Curves by Genetic Algorithms for AGVsEduardo Bayona, J. Enrique Sierra-Garc, Matilde Santos 0001. ifip12 2023: 454-464 [doi]

Putting Intelligence into Things: An Overview of Current ArchitecturesMaria Belesioti, Ioannis P. Chochliouros, Panagiotis Dimas, Manolis Sofianopoulos, Theodore Zahariadis, Charalabos Skianis, Enric Pages Montanera. ifip12 2023: 106-117 [doi]

Transfer Learning Through Knowledge-Infused Representations with Contextual ExpertsDaniel Biermann, Morten Goodwin, Ole-Christoffer Granmo. ifip12 2023: 569-578 [doi]

Optimizing Feature Selection and Oversampling Using Metaheuristic Algorithms for Binary Fraud Detection ClassificationMariam M. Biltawi, Raneem Qaddoura, Hossam Faris. ifip12 2023: 452-462 [doi]

Visual Analytics Tools for the Study of Complex Problems in Engineering and BiomedicineIgnacio Díaz Blanco, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González-Muñiz. ifip12 2023: 446-457 [doi]

Exploring the Power of Failed Experiences in Case-Based Reasoning for Improved Decision MakingFateh Boulmaiz, Patrick Reignier, Stéphane Ploix. ifip12 2023: 201-213 [doi]

Mind the Gap: Addressing Incompleteness Challenge in Case-Based Reasoning ApplicationsFateh Boulmaiz, Patrick Reignier, Stéphane Ploix. ifip12 2023: 225-239 [doi]

Scheduling the Service of Cargo Vessels in a Single Port with Spatial and Temporal ConstraintsLoukas Chatzivasili, Emmanouil S. Rigas, Nick Bassiliades. ifip12 2023: 145-156 [doi]

Smart5Grid Testing Strategy & Field Implementations for RT Wide Area Monitoring of Interconnected SystemsIoannis P. Chochliouros, Dimitrios Brodimas, Nikolaos Tzanis, Michalis Rantopoulos, Daniel Shangov, Georgi Hristov, Atanas Velkov, Irina Ciornei, Daniele Porcu. ifip12 2023: 126-138 [doi]

Fake News Detection Utilizing Textual CuesVasiliki Chouliara, Paraskevas Koukaras, Christos Tjortjis. ifip12 2023: 393-403 [doi]

Energy Efficiency of Deep Learning Compression Techniques in Wearable Human Activity RecognitionChiara Contoli, Emanuele Lattanzi. ifip12 2023: 102-113 [doi]

Analysis of Data Augmentation Techniques for Mobile Robots Localization by Means of Convolutional Neural NetworksOrlando José Céspedes, Sergio Cebollada, Juan José Cabrera, Óscar Reinoso, Luis Payá. ifip12 2023: 503-514 [doi]

Next Generation Automated Reservoir Computing for Cyber DefenseKonstantinos Demertzis, Lazaros S. Iliadis. ifip12 2023: 16-27 [doi]

A Temporal Metric-Based Efficient Approach to Predict Citation Counts of ScientistsSaumya Kumar Dewangan, Shrutilipi Bhattacharjee, Ramya D. Shetty. ifip12 2023: 343-355 [doi]

AutoTiM - An Open-Source Service for Automated Provisioning and Operation of Time Series Based Machine Learning ModelsAndré Ebert, Jakob Kempter, Marina Siebold, Robert Pesch, Tetyana Turiy, Tevin Tchuinkam, Thomas Caffin Sune. ifip12 2023: 266-278 [doi]

Mining the Discussion of Monkeypox Misinformation on Twitter Using RoBERTaOr Elroy, Dmitry Erokhin, Nadejda Komendantova, Abraham Yosipof. ifip12 2023: 429-438 [doi]

Principal Component Modes of Reservoir Dynamics in Reservoir ComputingJosé María Enguita, Ignacio Díaz, Diego García, Abel Alberto Cuadrado Vega, José-Ramón Rodríguez. ifip12 2023: 434-445 [doi]

An XAI Approach to Deep Learning Models in the Detection of DCISMichele La Ferla. ifip12 2023: 409-420 [doi]

Characterization of an Absorption Machine Using Artificial Neural NetworksA. Ferre, M. Castilla, J. A. Carballo, J. D. Álvarez. ifip12 2023: 279-291 [doi]

Improving Customer Experience in Call Centers with Intelligent Customer-Agent PairingStylianos Filippou, Andreas Tsiartas, Petros Hadjineophytou, Spyros Christofides, Kleanthis Malialis, Christos G. Panayiotou. ifip12 2023: 214-224 [doi]

Comparing Machine Learning Techniques for House Price PredictionKonstantinos Panagiotis Fourkiotis, Athanasios Tsadiras. ifip12 2023: 292-303 [doi]

A Framework for Co-creation in Generic Educational Activities Using SwarmingGregory Gasteratos, Eleni Vlachou, Panagiotis Gratsanis, Ioannis Karydis. ifip12 2023: 271-283 [doi]

Implementing Network Applications for 5G-Enabled Robots Through the 5G-ERA PlatformAndreas Gavrielides, Marios Sophocleous, Christina C. Lessi, George Agapiou, Jakub Spanhel, Adrian Lendinez Ibanez, Renxi Qiu, Dayou Li. ifip12 2023: 55-65 [doi]

Forecasting Goal Performance for Top League Football Players: A Comparative StudyNikolaos Giannakoulas, George Papageorgiou, Christos Tjortjis. ifip12 2023: 304-315 [doi]

Maritime Federated Learning for Decentralized On-Ship IntelligenceAnastasios E. Giannopoulos, Nikolaos Nomikos, Georgios Ntroulias, Theodoros Syriopoulos, Panagiotis Trakadas. ifip12 2023: 195-206 [doi]

Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep AutoencodersAna González-Muñiz, José María Enguita, Ignacio Díaz Blanco, Diego García-Pérez, Abel Alberto Cuadrado Vega, Nuria Valdés, María D. Chiara. ifip12 2023: 458-468 [doi]

Hybrid Machine Learning and Autonomous Control Assisted Framework for Fault Diagnostics and Mitigation in Diesel EnginesRaman Goyal, Dhrubajit Chowdhury, Subhashis Hazarika, Raj Pradip Khawale, Shubhendu Kumar Singh, Lara S. Crawford, Rahul Rai. ifip12 2023: 325-339 [doi]

Deep Learning Based Employee Attrition PredictionKerem Gurler, Burcu Kuleli Pak, Vehbi Cagri Gungor. ifip12 2023: 57-68 [doi]

Fusion of Learned Representations for Multimodal Sensor Data ClassificationLee B. Hinkle, Gentry Atkinson, Vangelis Metsis. ifip12 2023: 404-415 [doi]

Predicting Hotel Performance in Oman with AI-Driven Predictive AnalyticR. S. Al Jassim, Karan Jetly, Shqran Al Mansoory, Muna Al-Balushi, Hilal Al Maqbali. ifip12 2023: 478-490 [doi]

Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay PredictionWaleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto. ifip12 2023: 81-93 [doi]

DeNISE: Deep Networks for Improved Segmentation EdgesSander Riisøen Jyhne, Jørgen Åsbu Jacobsen, Morten Goodwin, Per-Arne Andersen. ifip12 2023: 81-89 [doi]

Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health RecordsAthanasios Kallipolitis, Parisis Gallos, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis. ifip12 2023: 279-290 [doi]

Are These Descriptions Referring to the Same Entity or Just to Similar Ones?Péter Kardos, Richárd Farkas. ifip12 2023: 387-398 [doi]

Natural Language Processing for the Turkish Academic Texts in the Engineering Field: Key-Term Extraction, Similarity Detection, Subject/Topic AssignmentBora Kat. ifip12 2023: 411-424 [doi]

Analysis of the Lingering Effects of Covid-19 on Distance EducationBüsra Kocaçinar, Nasibullah Qarizada, Cihan Dikkaya, Emirhan Azgun, Elif Yildirim, Fatma Patlar Akbulut. ifip12 2023: 189-200 [doi]

Utilizing AR and Hybrid Cloud-Edge Platforms for Improving Accessibility in Exhibition AreasDionysios Koulouris, Filimon Trastelis, Andreas Menychtas, Dimitrios I. Kosmopoulos, Ilias Maglogiannis. ifip12 2023: 171-182 [doi]

Control of a Water Tank System with Value Function ApproximationShamal Lalvani, Aggelos K. Katsaggelos. ifip12 2023: 36-44 [doi]

Rapid Thrombogenesis Prediction in Covid-19 Patients Using Machine LearningJoong-Lyul Lee, Safaa Alwajidi, Mike Tree, Angelo Cristobal, Haitao Zhao. ifip12 2023: 373-384 [doi]

Slicing Mechanism Deployment in 5G Networks for Robotic Use CasesChristina C. Lessi, George Tsiouris, George Agapiou, Renxi Qiu, Andreas Gavrielides, Konstantinos C. Lessis, Ioannis P. Chochliouros. ifip12 2023: 118-125 [doi]

Efficient Spatio-Temporal Graph Neural Networks for Traffic ForecastingYackov Lubarsky, Alexei Gaissinski, Pavel Kisilev. ifip12 2023: 109-120 [doi]

Artificial Intelligence Applications and Innovations - 19th IFIP WG 12.5 International Conference, AIAI 2023, León, Spain, June 14-17, 2023, Proceedings, Part IIIlias Maglogiannis, Lazaros S. Iliadis, John MacIntyre, Manuel Domínguez 0002, editors, Volume 676 of IFIP Advances in Information and Communication Technology, Springer, 2023. [doi]

Artificial Intelligence Applications and Innovations - 19th IFIP WG 12.5 International Conference, AIAI 2023, León, Spain, June 14-17, 2023, Proceedings, Part IIlias Maglogiannis, Lazaros S. Iliadis, John MacIntyre, Manuel Domínguez 0002, editors, Volume 675 of IFIP Advances in Information and Communication Technology, Springer, 2023. [doi]

Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops - MHDW 2023, 5G-PINE 2023, ΑΙBMG 2023, and VAA-CP-EB 2023, León, Spain, June 14-17, 2023, ProceedingsIlias Maglogiannis, Lazaros S. Iliadis, Antonios Papaleonidas, Ioannis P. Chochliouros, editors, Volume 677 of IFIP Advances in Information and Communication Technology, Springer, 2023. [doi]

CaTabRa: Efficient Analysis and Predictive Modeling of Tabular DataAlexander Maletzky, Sophie Kaltenleithner, Philipp Moser, Michael Giretzlehner. ifip12 2023: 57-68 [doi]

A Novel Social Collaboration Platform for Enhancing Energy AwarenessEfstathia Martinopoulou, Asimina Dimara, Anastasia Tsita, Sergio Luis Herrera Gonzalez, Rafael Marin-Perez, Juan Andres Sanchez Segado, Piero Fraternali, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 195-206 [doi]

Predicting Student Performance with Virtual Resources Interaction DataAlex Martínez-Martínez, Raúl Montoliu, Jesús Aguiló Salinas, Inmaculada Remolar. ifip12 2023: 463-474 [doi]

3D Attention Based YOLO-SWINF for Real-Time Video Object DetectionPradeep Moturi, Mukund Khanna, Kunal Singh. ifip12 2023: 491-502 [doi]

Implicit Directed Acyclic Graphs (DAGs) for Parallel Outlier/Anomaly Detection EnsemblesDavid Muhr, Michael Affenzeller, Josef Küng. ifip12 2023: 3-15 [doi]

Detecting P300-ERPs Building a Post-validation Neural Ensemble with Informative Neurons from a Recurrent Neural NetworkChristian Oliva, Vinicio Changoluisa, Francisco B. Rodríguez, Luis Fernando Lago-Fernández. ifip12 2023: 90-101 [doi]

The Importance of the Current Input in Sequence ModelingChristian Oliva, Luis Fernando Lago-Fernández. ifip12 2023: 161-172 [doi]

Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and ControlAlexios Papaioannou, Asimina Dimara, Iakovos T. Michailidis, Aliki Stefanopoulou, Georgios Karatzinis 0001, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 231-241 [doi]

Thematic Modeling of UN Sustainable Development Goals: A Comparative Meta-based ApproachHarris Partaourides, Emily Kouzaridi, Nicolas Tsapatsoulis, Constantinos Djouvas. ifip12 2023: 557-568 [doi]

Predicting ALzheimer's Disease with AI and Brain Imaging DataChun-Cheng Peng, Guan-Wei Lin, Jian-Min Lin, Guan-Ting Chen, Wei-Chen Liu. ifip12 2023: 291-301 [doi]

Sleep Disorder Classification Using Convolutional Neural NetworksChun-Cheng Peng, Chu-Yun Kou. ifip12 2023: 539-548 [doi]

A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational WavesEmmanuel G. Pintelas, Ioannis E. Livieris, Panagiotis P. Pintelas. ifip12 2023: 3-14 [doi]

Improving Supply Chain Management by Integrating RFID with IoT Shared Database: Proposing a System ArchitectureElena Puica. ifip12 2023: 159-170 [doi]

Use Cases for Network Applications to Enable Connected IntelligenceRenxi Qiu, Dayou Li, Enjie Liu, Christina C. Lessi, George Agapiou, Andreas Gavrielides. ifip12 2023: 168-177 [doi]

EventMapping: Geoparsing and Geocoding of Twitter Messages in the Greek LanguageGerasimos Razis, Ioannis Maroufidis, Ioannis Anagnostopoulos. ifip12 2023: 312-324 [doi]

Data Collection Automation in Machine Learning Process Using Robotic ManipulatorPiotr Reczek, Jakub Panczyk, Andrzej Wetula, Andrzej Mlyniec. ifip12 2023: 505-514 [doi]

Towards Automatic Evaluation of NLG Tasks Using Conversational Large Language ModelsMd. Riyadh, M. Omair Shafiq. ifip12 2023: 425-437 [doi]

A Sharpe Ratio Based Reward Scheme in Deep Reinforcement Learning for Financial TradingGeorgios Rodinos, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas. ifip12 2023: 15-23 [doi]

GCN-based Reinforcement Learning Approach for Scheduling DAG ApplicationsJulius Roeder, Andy D. Pimentel, Clemens Grelck. ifip12 2023: 121-134 [doi]

Decoding Customer Behaviour: Relevance of Web and Purchasing Behaviourin Predictive Response ModelingSuncica Rogic, Ljiljana Kascelan. ifip12 2023: 369-380 [doi]

One-Class Models for Intrusion Detection at ISP Customer NetworksNuno Schumacher, Pedro M. Santos 0002, Pedro F. Souto, Nuno Martins, Joana Sousa, João M. Ferreira, Luís Almeida 0001. ifip12 2023: 28-41 [doi]

Emergence of Communication Through Artificial Evolution in an Orientation Consensus Task in Swarm RoboticsRafael Sendra-Arranz, Álvaro Gutiérrez. ifip12 2023: 515-526 [doi]

Pre-trained Model Robustness Against GAN-Based Poisoning Attack in Medical Imaging AnalysisPakpoom Singkorapoom, Suronapee Phoomvuthisarn. ifip12 2023: 302-313 [doi]

Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data TreatmentAliki Stefanopoulou, Asimina Dimara, Iakovos T. Michailidis, Georgios Karatzinis 0001, Alexios Papaioannou, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 207-218 [doi]

Enhancing Medication Event Classification with Syntax Parsing and Adversarial LearningZsolt Szántó, Balázs Bánáti, Tamás Zombori. ifip12 2023: 114-124 [doi]

Network Slicing vs. Network Neutrality - Is Consent Possible?Lechoslaw Tomaszewski, Robert Kolakowski. ifip12 2023: 77-90 [doi]

SASHA: Hyperparameter Optimization by Simulated Annealing and Successive HalvingRon Triepels. ifip12 2023: 491-502 [doi]

Realtime Multi-factor Dynamic Thermal Comfort Estimation for Indoor EnvironmentsGeorgia Tzitziou, Asimina Dimara, Alexios Papaioannou, Christos Tzouvaras, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 219-230 [doi]

Semantic Interoperability for Managing Energy-Efficiency and IEQ: A Short ReviewChristos Tzouvaras, Asimina Dimara, Alexios Papaioannou, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 242-253 [doi]

A Guide to Visual Comfort: An Overview of Indices and Its ApplicationsChristos Tzouvaras, Asimina Dimara, Alexios Papaioannou, Kanela Karatzia, Christos-Nikolaos Anagnostopoulos, Stelios Krinidis, Konstantinos I. Arvanitis, Dimosthenis Ioannidis, Dimitrios Tzovaras. ifip12 2023: 183-194 [doi]

Cognitive Digital Twin in Manufacturing: A Heuristic Optimization ApproachAtiq ur Rehman 0002, Mobyen Uddin Ahmed, Shahina Begum. ifip12 2023: 441-453 [doi]

Readability Classification with Wikipedia Data and All-MiniLM EmbeddingsElena Vergou, Ioanna Pagouni, Marios Nanos, Katia Lida Kermanidis. ifip12 2023: 369-380 [doi]

Comparing Vectorization Techniques, Supervised and Unsupervised Classification Methods for Scientific Publication Categorization in the UNESCO TaxonomyNeil Villamizar, Jesús Wahrman, Minaya Villasana. ifip12 2023: 356-368 [doi]

The Effect of Tensor Rank on CNN's PerformanceEleftheria Vorgiazidou, Konstantinos Delibasis, Ilias Maglogiannis. ifip12 2023: 549-560 [doi]

Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker DiscoveryAristidis G. Vrahatis, Konstantinos Lazaros, Petros Paplomatas, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos. ifip12 2023: 294-302 [doi]

Generating Synthetic Vehicle Speed Records Using LSTMJirí Vraný, Michal Krepelka, Matej Chumlen. ifip12 2023: 125-136 [doi]

Multi-feature Transformer for Multiclass Cyberbullying Detection in BanglaZaman Wahid, Abdullah Al Imran. ifip12 2023: 439-451 [doi]

Sentiment Analysis of Tweets on Online Education during COVID-19Elif Yildirim, Harun Yazgan, Onur Özbek, Ahmet Can Günay, Büsra Kocaçinar, Öznur Sengel, Fatma Patlar Akbulut. ifip12 2023: 240-251 [doi]

Measuring the State-Observation-Gap in POMDPs: An Exploration of Observation Confidence and Weighting AlgorithmsYide Yu, Yan Ma, Yue Liu 0001, Dennis Wong, Kin Lei, José Vicente Egas López. ifip12 2023: 137-148 [doi]

Algorithmic Forex Trading Using Q-learningHasna Haifa Zahrah, Jimmy Tirtawangsa. ifip12 2023: 24-35 [doi]

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