BDCAT

Publications

2023

Corrado Mio, Siddhartha Shakya, Himadri Sikhar Khargharia, Dymitr Ruta, Subey Dengur, Aysha Ali Saif Al Shamisi, Asma Alawneh
Strengthening Food Security: A Comparison of Food Import Forecasting Models. BDCAT (2023)
Andrea Livaldi, Sonia Bergamaschi, Mirko Orsini, Luca Magnotta, Riccardo Venturi, Stefano Gabri
The REThinkWASTE data integration and analytics platform for intelligent waste management. BDCAT (2023)
Saptashwa Mitra, Matthew Young, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Rubiks: Rapid Explorations and Summarization over High Dimensional Spatiotemporal Datasets. BDCAT (2023)
Paul Agbaje, Afia Anjum, Arkajyoti Mitra, Sena Hounsinou, Ebelechukwu Nwafor, Habeeb Olufowobi
Privacy-Preserving Intrusion Detection System for Internet of Vehicles using Split Learning. BDCAT (2023)
Minjuan Zhang, Chase Q. Wu, Aiqin Hou
Big Data-Driven Portfolio Simplification: Leveraging Self-Labeled Clustering to Enhance Decision-Making. BDCAT (2023)
Julien Bertieaux, Mohammadhadi Shateri, Fabrice Labeau, Thierry Dutoit
Cardiotocography Signal Abnormality Detection Based on Deep Semi-Unsupervised Learning. BDCAT (2023)
Matthaios Dimitrios Tzimas, Christos Papaioannidis, Vasileios Mygdalis, Ioannis Pitas
Evaluating Deep Neural Network-based Fire Detection for Natural Disaster Management. BDCAT (2023)
Mario Colosi, Marco Garofalo, Lorenzo Carnevale, Roberto Marino, Maria Fazio, Massimo Villari
EDGEmergency: A Cloud-Edge Platform to Enable Pervasive Computing for Disaster Management. BDCAT (2023)
Lorenzo Carnevale, Antonio Filograna, Francesco Arigliano, Roberto Marino, Armando Ruggeri, Maria Fazio
Supporting the Natural Disaster Management Distributing Federated Intelligence over the Cloud-Edge Continuum: the TEMA Architecture. BDCAT (2023)
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2023, Taormina (Messina), Italy, December 4-7, 2023 BDCAT (2023)
Anestis Kaimakamidis, Ioannis Pitas
Facilitating Experimental Reproducibility in Neural Network Research with a Unified Framework. BDCAT (2023)
Yash Ranjith
2D and 3D Physics Informed Neural Networks to Model Pollution Spread with Obstructions. BDCAT (2023)
Hayatullahi Bolaji Adeyemo, Rami Bahsoon, Peter Tino
An Approach for Dynamic Behavioural Prediction and Fault Injection in Cyber-Physical Systems. BDCAT (2023)
Menuka Warushavithana, Kassidy Barram, Caleb Carlson, Saptashwa Mitra, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Framework for Profiling Spatial Variability in the Performance of Classification Models. BDCAT (2023)
Aicha Aiche, Pierre-Martin Tardif, Mohammed Erritali
Trust Management In IoT Drinking Water Treatment Plants. BDCAT (2023)
Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Georgios Grigoropoulos, Evangelia Filippou, Ilias Chamatidis, Marios Vodas, Manolis Kaliorakis, Dimitris Zissis
A Digital Twin for Maritime Situational Awareness. BDCAT (2023)
Lorenzo Carnevale, Giuseppe Floramo, Donatella Di Fabrizio, Salvatore Arena, Angela Simona Montalto, Pietro Impellizzeri, Carmelo Romeo
Computation of the Abdominal Compliance for Pediatric Laparoscopy by Fitting Curve with the Levenberg-Marquardt Algorithm. BDCAT (2023)
Myeongseop Kim, Taehyeon Kim
Bridging Real and Virtual: Human Digital Twin Strategies for Workspaces. BDCAT (2023)
Taehyeon Kim, Seho Park, Myeongseop Kim
WiFi's Unspoken Tales: Deep Neural Network Decodes Human Behavior from Channel State Information. BDCAT (2023)
Roberto Marino, Lorenzo Carnevale, Maria Fazio, Massimo Villari
Make Federated Learning a Standard in Robotics by Using ROS2. BDCAT (2023)
Julia Kaeppel, Jason Sawin, David Chiu
Workload-Aware Cache Management of Bitmap Indices. BDCAT (2023)
Fabio Casule, Romina Secci, Antonio Usai, Mauro Merella
Methodology and elaboration of model for Map of Wildfire Risk: Application of Deep learning in the Regional Forest Fire Plan for the Region of Sardinia. BDCAT (2023)
Richard O. Sinnott, Siqi Zhong
Real-time Route Planning to Reduce Pedestrian Pollution Exposure in Urban Settings. BDCAT (2023)
Roberto Marino, Antonino Marino, Domenica De Domenico, Lorenzo Carnevale, Salvatore Magazù
OpenSEM: an Open Framework for Data-Driven Structural and Environmental Monitoring. BDCAT (2023)
Till Smejkal, Jan Bierbaum, Thomas Oberhauser, Horst Schirmeier, Hermann Härtig
Sleep Well: Pragmatic Analysis of the Idle States of Intel Processors. BDCAT (2023)
Nathaniel Hudson, J. Gregory Pauloski, Matt Baughman, Alok Kamatar, Mansi Sakarvadia, Logan T. Ward, Ryan Chard, André Bauer, Maksim Levental, Wenyi Wang, Will Engler, Owen Price Skelly, Ben Blaiszik, Rick Stevens, Kyle Chard, Ian T. Foster
Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision. BDCAT (2023)
Mario Colosi, Marco Garofalo, Antonino Galletta, Maria Fazio, Antonio Celesti, Massimo Villari
Cloud-Edge-Client Continuum: Leveraging Browsers as Deployment Nodes with Virtual Pods. BDCAT (2023)
Issar Arab
EPSAPG: A Pipeline Combining MMseqs2 and PSI-BLAST to Quickly Generate Extensive Protein Sequence Alignment Profiles. BDCAT (2023)
Marco Stang, Martin Sommer, David Kraus, Eric Sax
Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations. BDCAT (2023)

2022