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25th MDM 2024: Brussels, Belgium
- 25th IEEE International Conference on Mobile Data Management, MDM 2024, Brussels, Belgium, June 24-27, 2024. IEEE 2024, ISBN 979-8-3503-7455-1
- Sepanta Zeighami, Cyrus Shahabi:
BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data. 1-10 - Yinzhao Yan, Raymond Chi-Wing Wong:
Efficient Shortest Path Queries on 3D Weighted Terrain Surfaces for Moving Objects. 11-20 - Jialiang Li, Tiantian Liu, Hua Lu
:
CLEAR: Ranked Multi-Positive Contrastive Representation Learning for Robust Trajectory Similarity Computation. 21-30 - Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao:
Spatial-Temporal Large Language Model for Traffic Prediction. 31-40 - Yunxuan Li, Christoph Stach, Bernhard Mitschang:
PaDS: An adaptive and privacy-enabling Data Pipeline for Smart Cars. 41-50 - Hayat Sultan Mohammed, Mario A. Nascimento, Denilson Barbosa:
Effective Trajectory Imputation using Simple Probabilistic Language Models. 51-60 - Yu-Jung Chen, Eric Hsueh-Chan Lu:
Integration of UWB and BLE for Indoor Positioning Based on Network Adjustment. 61-66 - Giorgos Ioannou, Thomas Marchioro, Christos Nicolaides, George Pallis, Evangelos P. Markatos:
Evaluating the utility of human mobility data under local differential privacy. 67-76 - Anita Graser, Axel Weissenfeld, Clemens Heistracher, Melitta Dragaschnig, Peter Widhalm:
Federated Learning for Anomaly Detection in Maritime Movement Data. 77-82 - Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta, Dimitris Zissis, Yannis Theodoridis:
On Vessel Location Forecasting and the Effect of Federated Learning. 83-92 - Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki, Dimitrios Gunopulos:
TIMBER: On supporting data pipelines in Mobile Cloud Environments. 93-102 - Hamada Rizk, Akira Uchiyama, Hirozumi Yamaguchi:
Adaptability Matters: Heterogeneous Graphs for Agile Indoor Positioning in Cluttered Environments. 103-108 - 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. 109-118 - Hamada Rizk, Sherief Hashima:
RISense: 6G-Enhanced Human Activity Recognition System with RIS and Deep LDA. 119-128 - Mark Tenzer, Emmanuel Tung
Generating Trajectories from Implicit Neural Models. 129-138 - Debraj De, Gautam Malviya Thakur, Jesse McGaha, Chance Brown, Xiuling Nie, Todd Thomas, James D. Gaboardi
DICER: Data Intensive Computing Environment and Runtime for Evaluating Unprecedented Scale of Geospatial-Temporal Human Mobility Data. 139-148 - Abhay Goyal, Sanjay Madria, Samuel Frimpong:
MinerRouter : Effective Message Routing using Contact-graphs and Location Prediction in Underground Mine. 149-158 - Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso:
Understanding Human Mobility Dynamics: Insights from Summarized Semantic Trajectories. 159-164 - Prajoy Podder, Maciej Zawodniok, Sanjay Madria:
Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. 165-174 - Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi:
Estimating mobility distributions from uncertain roadside sensor datasets. 175-184 - Joon-Seok Kim, Gautam Malviya Thakur, Licia Amichi, Annetta Burger, Chathika Gunaratne, Joseph V. Tuccillo, Taylor Hauser
HumoNet: A Framework for Realistic Modeling and Simulation of Human Mobility Network. 185-194 - Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa:
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction. 195-202 - Andrea Fieschi, Pascal Hirmer, Sachin Agrawal, Christoph Stach, Bernhard Mitschang:
HySAAD - A Hybrid Selection Approach for Anonymization by Design in the Automotive Domain. 203-210 - Alex Skov Klitgaard, Lau E. Josefsen, Mikael V. Mikkelsen, Kristian Torp:
A Distributed Spatial Data Warehouse for AIS Data. 211-218 - Jiayu Li, Hanming Zhang, Juhua Hu, Wei Cheng:
Curbside Parking Occupancy Detection - Dashcam-Based Solutions. 219-226 - Leticia I. Gómez, Alejandro A. Vaisman, Esteban Zimányi:
Querying Mobile Pollution Data using MobilityDB. 227-234 - Anita Graser, Melitta Dragaschnig:
Trajectools Demo: Towards No-Code Solutions for Movement Data Analytics. 235-238 - Soteris Constantinou, Dimitris Papazachariou, Constantinos Costa, Andreas Konstantinidis, Mohamed F. Mokbel, Demetrios Zeinalipour-Yazti:
EcoCharge: A Framework for Sustainable Electric Vehicles Charging. 239-242 - 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. 243-246 - Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu:
MonoKalman: Monocular Vehicle Pose Estimation with Kalman Filter-based temporal consistency. 247-250 - Seyed Mohamad Moghadas, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu:
STRADA: Spatial-Temporal Dashboard for traffic forecasting. 251-254 - 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. 255-258 - Chiara Pugliese:
Unveiling Urban and Human Mobility Dynamics through Semantic Trajectory Summarization. 259-261 - Giulio Loddi:
Mobile Traffic Time Series: Urban Region Representations and Synthetic Generation. 262-264 - Tsukasa Ishiguro, Tateyuki Sasai, Shintaro Fukushima, Sei Kato:
Leveraging trajectory simplification for efficient map-matching on road network. 265-270 - Elias K. Xidias, Dimitris Zissis:
Efficient Task Allocation and Path Planning for Unmanned Surface Vehicle in Supply Chain. 271-276 - Giovanni Mauro, Marco Minici, Chiara Pugliese:
A Preliminary Investigation of User- and Item-Centered Bias in POI Recommendation. 277-282 - Christine Bassem:
Spatio-temporal Idle Routing for Green Mobility. 283-288 - Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin:
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models. 289-294 - Lorenzo Padoan, Margherita Cesetti, Luca Brunello, Marco Antonelli, Bruno Zamengo, Francesco Silvestri:
Mobility ChatBot: supporting decision making in mobility data with chatbots. 295-300 - Saloua Bouabba, Karine Zeitouni, Bassem Haidar, Nazim Agoulmine, Zaineb Chelly Dagdia:
Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation. 301-306 - 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. 307-312 - Shakthi Weerasinghe
Proactive Context Caching Based on Situation Prediction for Real-Time Mobile IoT Applications. 313-3158 - 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. 319-324 - Anita Graser:
Exploratory Analysis of Massive Movement Data. 325-327 - Dimitrios Tomaras:
On Urban Data Analytics and Applications in the Big Data Era. 328-330 - Rakan A. Alseghayer:
Optimizing Operators for Temporal and Spatiotemporal Data. 331-333 - Xu Teng:
Semantically diverse and spatially constrained queries. 334-336 - Anas Dawod:
Blockchain-based Solution for Sharing IoT Devices. 337-339
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