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18th AIAI 2022: Hersonissos, Crete, Greece - Workshops
- Ilias Maglogiannis, Lazaros Iliadis, John MacIntyre, Paulo Cortez:
Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops - MHDW 2022, 5G-PINE 2022, AIBMG 2022, ML@HC 2022, and AIBEI 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings. IFIP Advances in Information and Communication Technology 652, Springer 2022, ISBN 978-3-031-08340-2
The 7th Workshop on "5G - Putting Intelligence to the Network Edge" (5G-PINE)
- Ioannis P. Chochliouros
, Daniele Porcu, Dimitrios Brothimas, Nikolaos Tzanis, Nikolay Palov, Ralitsa Rumenova, Angelos Antonopoulos, Nicola Cadenelli, Markos Asprou, Lenos Hadjidemetriou, Sonia Castro, Pencho Zlatev, Bogdan Bogdanov, Thanassis Bachoumis, Antonello Corsi, Helio Simeão, Michalis Rantopoulos, Christina C. Lessi, Pavlos I. Lazaridis, Zaharias D. Zaharis, Anastasia S. Spiliopoulou:
5G for the Support of Smart Power Grids: Millisecond Level Precise Distributed Generation Monitoring and Real-Time Wide Area Monitoring. 11-22 - Maria Belesioti
A 5G-Based Architecture for Localization Accuracy. 23-33 - Juan Jesús Hernández-Carlón, Jordi Pérez-Romero
A Deep Q Network-Based Multi-connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems. 34-43 - Janez Sterle
A Framework to Support the Deployment of PPDR Services Across Edge and Cloud Domains. 44-52 - Ioanna Mesogiti
Advancements in Edge Computing and Service Orchestration in Support of Advanced Surveillance Services. 53-60 - Marios Sophocleous
AI-Driven Intent-Based Networking for 5G Enhanced Robot Autonomy. 61-70 - Lechoslaw Tomaszewski
Application of Mobile Networks (5G and Beyond) in Precision Agriculture. 71-86 - Antonios M. Misargopoulos
Building a Knowledge-Intensive, Intent-Lean, Question Answering Chatbot in the Telecom Industry - Challenges and Solutions. 87-97 - Ioannis Mallioras
Comparative Study of a Deterministic Adaptive Beamforming Technique with Neural Network Implementations. 98-107 - Achilleas Marinakis
Efficient Data Management and Interoperability Middleware in Business-Oriented Smart Port Use Cases. 108-119 - Alexandros Kostopoulos
Experimentation Scenarios for Machine Learning-Based Resource Management. 120-133 - Ioannis P. Chochliouros
Fundamental Features of the Smart5Grid Platform Towards Realizing 5G Implementation. 134-147 - Christina Lessi, George Agapiou, Marios Sophocleous, Ioannis P. Chochliouros, Renxi Qiu, Stelios Androulidakis:
The Use of Robotics in Critical Use Cases: The 5G-ERA Project Solution. 148-155
The 2nd Workshop on "Artificial Intelligence in Biomedical Engineering and Informatics"
- Vangelis Tzardis
An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images. 161-173 - Evangelos Makris
An Intelligent Grammar-Based Platform for RNA H-type Pseudoknot Prediction. 174-186 - Georgia D. Liapi
Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images. 187-198 - Konstantinos Moutselos
On the Reusability of ISIC Data for Training DL Classifiers Applied on Clinical Skin Images. 199-212
The 1st Workshop on AI in Energy, Buildings and Micro-Grids Workshop (AlphaIotaBMG)
- Andreas Seitaridis
An Innovative Software Platform for Efficient Energy, Environmental and Cost Planning in Buildings Retrofitting. 217-228 - Niccolò Zangrando
Anomaly Detection in Small-Scale Industrial and Household Appliances. 229-240 - Georgios Karatzinis
Chargym: An EV Charging Station Model for Controller Benchmarking. 241-252 - Asimina Dimara
Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment. 253-264 - Iakovos T. Michailidis
Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation. 265-275 - Aliki Stefanopoulou
Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector. 276-288 - Paraskevas Koukaras
Proactive Buildings: A Prescriptive Maintenance Approach. 289-300 - Petros Tzallas
Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study. 301-313
The 11th Workshop on "Mining Humanistic Data" (MHDW)
- Christos N. Karras
An Overview of MCMC Methods: From Theory to Applications. 319-332 - George Varelas, Dimitris Lagios, Spyros Ntouroukis, Panagiotis Zervas, Kenia Parsons, Giannis Tzimas:
Employing Natural Language Processing Techniques for Online Job Vacancies Classification. 333-344 - Christos N. Karras
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making. 345-356 - Georgios Drakopoulos
Simulating Blockchain Consensus Protocols in Julia: Proof of Work vs Proof of Stake. 357-369 - Kostas Christopoulos, Kostas Tsichlas:
State-of-the-Art in Community Detection in Temporal Networks. 370-381
Machine Learning and Big Data in Health Care (ML@HC) Special Session
- Emanuel Slany
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification. 389-400 - Alexander Scherrer, Tobias Zimmermann, Sinan Riedel, Fihmi Mousa, Isa Wasswa-Musisi, Robert Zifrid, Hartmut Tillil
Digitally Assisted Planning and Monitoring of Supportive Recommendations in Cancer Patients. 401-411 - Muhammad Munsif
Monitoring Neurological Disorder Patients via Deep Learning Based Facial Expressions Analysis. 412-423 - Alessandro Petrini
ParSMURF-NG: A Machine Learning High Performance Computing System for the Analysis of Imbalanced Big Omics Data. 424-435 - Daniel Stamate, Henry Musto, Olesya Ajnakina, Daniel Stahl:
Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort. 436-447
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