BMDA Accepted Papers


Local Anomaly Detection In Maritime Traffic Using Visual Analytics

Fernando Henrique Oliveira Abreu (Dalhousie University, Canada), Amílcar Soares (Memorial University of Newfoundland, Canada), Fernando V. Paulovich (Dalhousie University, Canada), and Stan Matwin (Dalhousie University, Canada)

A Denoising Hybrid Model for Anomaly Detection in Trajectory Sequences

Maria Liatsikou (Information Technologies Institute, CERTH, Greece), Symeon Papadopoulos (Information Technologies Institute, CERTH, Greece), Lazaros Apostolidis (Information Technologies Institute, CERTH, Greece), and Ioannis Kompatsiaris (Information Technologies Institute, CERTH, Greece)

Online trajectory analysis with scalable event recognition

Emmanouil Ntoulias (National Centre for Scientific Research “Demokritos”, Greece), Elias Alevizos (National Centre for Scientific Research “Demokritos”, Greece), Alexander Artikis (National Centre for Scientific Research “Demokritos”, Greece), and Athanasios Koumparos (Vodafone Innovus, Greece)

A tutorial on network-wide multi-horizon traffic forecasting with deep learning

Giovanni Buroni (Machine Learning Group, ULB, Belgium), Gianluca Bontempi (Machine Learning Group, ULB, Belgium), and Karl Determe (Bruxelles Mobilité, Belgium)

Micro-environment Recognition in the context of Environmental Crowdsensing

Mohammad Abboud (UVSQ – Université Paris-Saclay, France), Hafsa El Hafyani (UVSQ – Université Paris-Saclay, France), Jingwei Zuo (UVSQ – Université Paris-Saclay, France), Karine Zeitouni (UVSQ – Université Paris-Saclay, France),  and Yehia Taher (UVSQ – Université Paris-Saclay, France)

City Indicators for Mobility Data Mining

Mirco Nanni (KDD-Lab ISTI-CNR Pisa, Italy) , Agnese Bonavita (Scuola Normale Superiore, Italy), and Riccardo Guidotti (University of Pisa, Italy)

Notebook-based Visual Analysis of Large Tracking Datasets

Anita Graser (AIT Austrian Institute of Technology GmbH, Austria)

Multiple aspect trajectories: a case study on fishing vessels in the Northern Adriatic sea

Giulia Rovinelli (Università Ca’ Foscari Venezia, Italy), Stan Matwin (Dalhousie University, Canada), Fabio Pranovi (Università Ca’ Foscari Venezia, Italy), Elisabetta Russo (Università Ca’ Foscari Venezia, Italy), Claudio Silvestri (Università Ca’ Foscari Venezia, Italy), Marta Simeoni (Università Ca’ Foscari Venezia, Italy), and Alessandra Raffaetà (Università Ca’ Foscari Venezia, Italy)

Online Co-movement Pattern Prediction in Mobility Data

Andreas Tritsarolis (University of Piraeus, Greece), Eva Chondrodima (University of Piraeus, Greece), Panagiotis Tampakis (University of Piraeus, Greece), and Aggelos Pikrakis (University of Piraeus, Greece)