MDM

Publications

2024

Ravindi de Silva, Arkady B. Zaslavsky, Seng W. Loke, Guang-Li Huang, Prem Prakash Jayaraman, Ashim Debnath
Fusing Images and Ontologies for Situation Representation in Knowledge Graphs. MDM (2024)
Alex Skov Klitgaard, Lau E. Josefsen, Mikael V. Mikkelsen, Kristian Torp
A Distributed Spatial Data Warehouse for AIS Data. MDM (2024)
Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta, Dimitris Zissis, Yannis Theodoridis
On Vessel Location Forecasting and the Effect of Federated Learning. MDM (2024)
Rakan A. Alseghayer
Optimizing Operators for Temporal and Spatiotemporal Data. MDM (2024)
Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki, Dimitrios Gunopulos
TIMBER: On supporting data pipelines in Mobile Cloud Environments. MDM (2024)
Vasilis Ethan Sarris, Connor P. Sweeney, Sean M. Linton, Brian T. Nixon, Panos K. Chrysanthis, Constantinos Costa
GIO.G: A Generator for Indoor-Outdoor Graphs to Simulate and Analyze Urban Environments. MDM (2024)
Yu-Jung Chen, Eric Hsueh-Chan Lu
Integration of UWB and BLE for Indoor Positioning Based on Network Adjustment. MDM (2024)
25th IEEE International Conference on Mobile Data Management, MDM 2024, Brussels, Belgium, June 24-27, 2024 MDM (2024)
Abhay Goyal, Sanjay Madria, Samuel Frimpong
MinerRouter : Effective Message Routing using Contact-graphs and Location Prediction in Underground Mine. MDM (2024)
Elias K. Xidias, Dimitris Zissis
Efficient Task Allocation and Path Planning for Unmanned Surface Vehicle in Supply Chain. MDM (2024)
Anita Graser
Exploratory Analysis of Massive Movement Data. MDM (2024)
Debraj De, Gautam Malviya Thakur, Jesse McGaha, Chance Brown, Xiuling Nie, Todd Thomas, James D. Gaboardi, Kevin A. Sparks, Annetta Burger, Elizabeth C. McBride, Joon-Seok Kim, Licia Amichi, Chathika Gunaratne, Carter Christopher, Dan Zubko
DICER: Data Intensive Computing Environment and Runtime for Evaluating Unprecedented Scale of Geospatial-Temporal Human Mobility Data. MDM (2024)
Andrea Fieschi, Pascal Hirmer, Sachin Agrawal, Christoph Stach, Bernhard Mitschang
HySAAD - A Hybrid Selection Approach for Anonymization by Design in the Automotive Domain. MDM (2024)
Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso
Understanding Human Mobility Dynamics: Insights from Summarized Semantic Trajectories. MDM (2024)
Yunxuan Li, Christoph Stach, Bernhard Mitschang
PaDS: An adaptive and privacy-enabling Data Pipeline for Smart Cars. MDM (2024)
Joon-Seok Kim, Gautam Malviya Thakur, Licia Amichi, Annetta Burger, Chathika Gunaratne, Joseph V. Tuccillo, Taylor Hauser, Joseph Bentley, Kevin Sparks, Debraj De, Chance Brown, Elizabeth McBride, Jesse McGaha, James D. Gaboardi, Xiuling Nie, Steven Carter Christopher
HumoNet: A Framework for Realistic Modeling and Simulation of Human Mobility Network. MDM (2024)
Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction. MDM (2024)
Yinzhao Yan, Raymond Chi-Wing Wong
Efficient Shortest Path Queries on 3D Weighted Terrain Surfaces for Moving Objects. MDM (2024)
Leticia I. Gómez, Alejandro A. Vaisman, Esteban Zimányi
Querying Mobile Pollution Data using MobilityDB. MDM (2024)
Chiara Pugliese
Unveiling Urban and Human Mobility Dynamics through Semantic Trajectory Summarization. MDM (2024)
Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
MonoKalman: Monocular Vehicle Pose Estimation with Kalman Filter-based temporal consistency. MDM (2024)
Prajoy Podder, Maciej Zawodniok, Sanjay Madria
Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. MDM (2024)
Anita Graser, Melitta Dragaschnig
Trajectools Demo: Towards No-Code Solutions for Movement Data Analytics. MDM (2024)
Chathika Gunaratne, Mason Stott, Debraj De, Gautam Malviya Thakur
MetaPoL: Immersive VR based Indoor Patterns of Life (PoL) and Anomalies Data Generation for Insider Threat Modeling in Nuclear Security. MDM (2024)
Sepanta Zeighami, Cyrus Shahabi
BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data. MDM (2024)
Jiayu Li, Hanming Zhang, Juhua Hu, Wei Cheng
Curbside Parking Occupancy Detection - Dashcam-Based Solutions. MDM (2024)
Christine Bassem
Spatio-temporal Idle Routing for Green Mobility. MDM (2024)
Song Wu, Alexandros Troupiotis-Kapeliaris, Dimitris Zissis, Kristian Torp, Esteban Zimányi, Mahmoud Attia Sakr
Uncertainty-Aware Ship Location Estimation using Multiple Cameras in Coastal Areas. MDM (2024)
Anas Dawod
Blockchain-based Solution for Sharing IoT Devices. MDM (2024)
Saloua Bouabba, Karine Zeitouni, Bassem Haidar, Nazim Agoulmine, Zaineb Chelly Dagdia
Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation. MDM (2024)
Hamada Rizk, Sherief Hashima
RISense: 6G-Enhanced Human Activity Recognition System with RIS and Deep LDA. MDM (2024)
Jialiang Li, Tiantian Liu, Hua Lu
CLEAR: Ranked Multi-Positive Contrastive Representation Learning for Robust Trajectory Similarity Computation. MDM (2024)
Giorgos Ioannou, Thomas Marchioro, Christos Nicolaides, George Pallis, Evangelos P. Markatos
Evaluating the utility of human mobility data under local differential privacy. MDM (2024)
Soteris Constantinou, Dimitris Papazachariou, Constantinos Costa, Andreas Konstantinidis, Mohamed F. Mokbel, Demetrios Zeinalipour-Yazti
EcoCharge: A Framework for Sustainable Electric Vehicles Charging. MDM (2024)
Giulio Loddi
Mobile Traffic Time Series: Urban Region Representations and Synthetic Generation. MDM (2024)
Lorenzo Padoan, Margherita Cesetti, Luca Brunello, Marco Antonelli, Bruno Zamengo, Francesco Silvestri
Mobility ChatBot: supporting decision making in mobility data with chatbots. MDM (2024)
Anita Graser, Axel Weissenfeld, Clemens Heistracher, Melitta Dragaschnig, Peter Widhalm
Federated Learning for Anomaly Detection in Maritime Movement Data. MDM (2024)
Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models. MDM (2024)
Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi
Estimating mobility distributions from uncertain roadside sensor datasets. MDM (2024)
Hamada Rizk, Akira Uchiyama, Hirozumi Yamaguchi
Adaptability Matters: Heterogeneous Graphs for Agile Indoor Positioning in Cluttered Environments. MDM (2024)
Tsukasa Ishiguro, Tateyuki Sasai, Shintaro Fukushima, Sei Kato
Leveraging trajectory simplification for efficient map-matching on road network. MDM (2024)
Dimitrios Tomaras
On Urban Data Analytics and Applications in the Big Data Era. MDM (2024)
Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Guang-Li Huang
Proactive Context Caching Based on Situation Prediction for Real-Time Mobile IoT Applications. MDM (2024)
Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
Spatial-Temporal Large Language Model for Traffic Prediction. MDM (2024)
Andrea Göhring, Mirjam Bayer, Daniyal Kazempour, Sweety Mohanty, Claudius Zelenka
Data Fusion Between Land and Sea: Multi-Isotope Fingerprints of Viking Animals and Modern Plants. MDM (2024)
Giovanni Mauro, Marco Minici, Chiara Pugliese
A Preliminary Investigation of User- and Item-Centered Bias in POI Recommendation. MDM (2024)
Mark Tenzer, Emmanuel Tung, Zeeshan Rasheed, Khurram Shafique
Generating Trajectories from Implicit Neural Models. MDM (2024)
Xu Teng
Semantically diverse and spatially constrained queries. MDM (2024)
Hayat Sultan Mohammed, Mario A. Nascimento, Denilson Barbosa
Effective Trajectory Imputation using Simple Probabilistic Language Models. MDM (2024)
Seyed Mohamad Moghadas, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
STRADA: Spatial-Temporal Dashboard for traffic forecasting. MDM (2024)