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23rd MDM 2022: Paphos, Cyprus
- 23rd IEEE International Conference on Mobile Data Management, MDM 2022, Paphos, Cyprus, June 6-9, 2022. IEEE 2022, ISBN 978-1-6654-5176-5
- Christos Laoudias, Steffen Meyer, Philippos Isaia, Thomas Windisch, Justus Benzler, Maximilian Lenkeit:
Mobile Applications for Privacy-Preserving Digital Contact Tracing. 1-4 - Karima Echihabi, Themis Palpanas:
Scalable Analytics on Large Sequence Collections. 5-8 - Abdullah Al-Mamun, Ch. Md. Rakin Haider, Jianguo Wang, Walid G. Aref
:
The "AI + R" - tree: An Instance-optimized R - tree. 9-18 - Nikolaos Koutroumanis, Christos Doulkeridis, Akrivi Vlachou:
Tearing Down the Tower of Babel: Unified and Efficient Spatio-temporal Queries for NoSQL Stores. 19-28 - Christine Bassem
Route Recommendation to Facilitate Carpooling. 29-34 - Kien Nguyen, John Krumm:
Reliable Geofence Activation with Sparse and Sporadic Location Measurements. 35-40 - Mayur Patil
Advanced Conjunctive Boolean Streaming Spatial Keyword Processing. 41-43 - Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey:
Reachability Embeddings: Scalable Self-Supervised Representation Learning from Mobility Trajectories for Multimodal Geospatial Computer Vision. 44-53 - Andi Zang, Xiaofeng Zhu, Ce Li, Fan Zhou, Goce Trajcevski:
Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption. 54-63 - Erik Andersen
Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection. 64-69 - Keru Chen, Wentong Li, Michael Chirico, Tenindra Abeywickrama
Effectively Relocating Ride-Hailing Drivers Using A Markov Decision Process with Dynamic Sharding. 70-72 - John Krumm:
Sensitivity Analysis of Personal Location Disclosure. 73-82 - Cong Pu, Andrew Wall, Imtiaz Ahmed, Kim-Kwang Raymond Choo:
SecureIoD: A Secure Data Collection and Storage Mechanism for Internet of Drones. 83-92 - Maryam Maslek Elayam, Cyril Ray, Christophe Claramunt:
A hierarchical graph-based accessibility measure: application to a maritime transportation network. 93-98 - Jianyu Yang, Xiang Cheng, Sen Su, Huizhong Sun, Changju Chen:
Collecting Individual Trajectories under Local Differential Privacy. 99-108 - Hongniu Zhang, Mohan Li:
Multi-round Data Poisoning Attack and Defense against Truth Discovery in Crowdsensing Systems. 109-118 - Yuya Sasaki, Kei Harada, Shohei Yamasaki, Makoto Onizuka
AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities. 119-124 - Yun Chao, Jindian Su:
An Effective Way To Reduce Network Transmission In Backup System. 125-127 - Yuanqin Cai, Tongquan Wei:
Efficient Split Learning with Non-iid Data. 128-136 - Yunfan Zhou, Xijun Li, Jinhong Luo, Mingxuan Yuan, Jia Zeng, Jianguo Yao:
Learning to Optimize DAG Scheduling in Heterogeneous Environment. 137-146 - Lihua He, Wuman Luo:
3D-ConvLSTMNet: A Deep Spatio-Temporal Model for Traffic Flow Prediction. 147-152 - Boting Qu, Mengjiao Zhao, Jun Feng, Xin Wang:
ASRL: An Adaptive GPS Sampling Method Using Deep Reinforcement Learning. 153-158 - Debasree Das, Sugandh Pargal, Sandip Chakraborty, Bivas Mitra:
DriBe: on-Road Mobile Telemetry for Locality-Neutral Driving Behavior Annotation. 159-168 - Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Guang-Siang Lee, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang:
On Epidemic-aware Socio Spatial POI Recommendation. 169-178 - Jun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang:
Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and Smarter. 179-184 - Ramneek Kaur, Vikram Goyal, Venkata M. V. Gunturi
A Matching Based Spatial Crowdsourcing Framework for Egalitarian Task Assignment. 185-187 - Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki:
Practical Privacy Preservation in a Mobile Cloud Environment. 188-197 - Yuri Santos, Jônata Tyska Carvalho
SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. 198-207 - Kaijun Liu, Sijie Ruan, Qianxiong Xu
Modeling Trajectories with Multi-task Learning. 208-213 - Mashaal Musleh
RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM. 214-221 - Minh Tri Le
PhyloView: A System to Visualize the Ecology of Infectious Diseases Using Phylogenetic Data. 222-229 - Jiawei Yao, Eyhab Al-Masri, Mohamed Ali, Vashutosh Agrawal, Ming Tan, Harsh Govind, Adel A. Sabour
A Geospatial Method for Detecting Map-Based Road Segment Discrepancies. 230-237 - Zequan Xu, Siqiang Luo
Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction. 238-245 - Nelson Tavares de Sousa, Carola Trahms, Peer Kröger, Matthias Renz, René Schubert, Arne Biastoch:
Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters. 246-253 - Dazhuo Qiu
CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. 254-261 - Eva Chondrodima
Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison. 262-269 - Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu
UrbanGen: Generating Combined In- and Outdoor Trajectories. 270-273 - Chiara Pugliese
MAT-Builder: a System to Build Semantically Enriched Trajectories. 274-277 - Yaksh J. Haranwala, Salman Haidri, Terrence S. Tricco
A Dashboard Tool for Mobility Data Mining Preprocessing Tasks. 278-281 - Tarlis Tortelli Portela
AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library. 282-285 - Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki:
A Framework for Supporting Privacy Preservation Functions in a Mobile Cloud Environment. 286-289 - Paschalis Mpeis, Athina Hadjichristodoulou, Ioannis Ioannides, Demetrios Zeinalipour-Yazti:
AnyplaceCV: Infrastructure-less Localization in Anyplace with Computer Vision. 290-291 - Gian Alix
A Mobility-based Recommendation System for Mitigating the Risk of Infection during Epidemics. 292-295 - Kristian Torp, Kasper F. Pedersen:
GoMap Verification: A Labelled Traffic Sign Source. 296-297 - Adel A. Sabour
Maps Vision: A Computer Vision-based System for Detecting Discrepancies in Map Textual Labels. 298-301 - Mohamed A. Sharaf, Xiaozhong Zhang, Panos K. Chrysanthis, Wadima Alsaedi, Maitha Alkalbani, Heba Helal, Alyazia Aldhaheri:
CovidLens: Visually Understanding the Covid-19 Indicators through the Lens of Mobility Data. 302-305 - Xiaofei Cao, Shudip Datta, Ram Charan Bolla, Sanjay Madria:
Targeted Content-Sharing in a Multi-group DTN Application using Attribute-Based Encryption. 306-309 - Brian T. Nixon
Efficient Detection of COVID-19 Exposure Risk. 310-313 - Soteris Constantinou, Andreas Pamboris, Rafael Alexandrou, Christoforos Kronis, Demetrios Zeinalipour-Yazti, Harris Papadopoulos
EnterCY: A Virtual and Augmented Reality Tourism Platform for Cyprus. 314-317 - Ngoc Dung Huynh, Mohamed Reda Bouadjenek
Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home Environment. 318-321 - Tiantian Liu
Spatial Queries for Indoor Location-based Services. 322-324 - Hussah Alrashid:
Spatial Regionalization: New Frontiers and Applications. 325-327 - Laila Abdelhafeez:
Scalable Spatial Queries in Big Data Systems. 328-330 - Teddy Cunningham:
Sharing and Generating Privacy-Preserving Spatio-Temporal Data Using Real-World Knowledge. 331-333 - Xiao Li:
Cleansing and Analytics of Indoor Positioning Data. 334-336 - Panagiotis Drakatos:
Blockchain Data Management for IoT Applications. 337-339 - Prabin Giri
Collaborative Geographic Area Surveillance by System of Drones. 340-342 - Samaneh Zolfaghari
A Combination of Visual and Temporal Trajectory Features for Cognitive Assessment in Smart Home. 343-348 - Darwin Quezada-Gaibor
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets. 349-354 - Christos Laoudias, Marios Raspopoulos, Stefanos Christoforou, Andreas Kamilaris
Privacy-Preserving Presence Tracing for Pandemics Via Machine-to-Machine Exposure Notifications. 355-360 - Abbas Zaidi, Ritesh Ahuja, Cyrus Shahabi:
Differentially Private Occupancy Monitoring from WiFi Access Points. 361-366 - Paulson Eberechukwu, Hyunwoo Park, Christos Laoudias, Seppo Horsmanheimo, Sunwoo Kim:
DNN-based Indoor Fingerprinting Localization with WiFi FTM. 367-371 - Vasilis Ethan Sarris
ASTRO-K: Finding Top-k Sufficiently Distinct Indoor-Outdoor Paths. 372-377 - Lucas W. Leiby, Constantinos Costa, Panos K. Chrysanthis:
Thinking Inclusively with CAPRIO. 378-380 - Eleni Diamantidou, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras
Comparing Deep Learning and Human Crafted Features for Recognising Hand Activities of Daily Living from Wearables. 381-384 - Manon Kok, Frida Viset, Mostafa Osman:
A Framework for Indoor Localization Using the Magnetic Field. 385-387 - Ioannis Kontopoulos
Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload. 388-393 - Dimitrios Kaklis, Iraklis Varlamis, George Giannakopoulos, Constantine D. Spyropoulos, Takis J. Varelas:
Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach. 394-400 - Manolis Pitsikalis
Making Sense of Heterogeneous Maritime Data. 401-406 - Konstantinos Christodoulou, Herodotos Herodotou, Michalis P. Michaelides:
Estimation of Sea Surface Current Velocities using AIS Data. 407-412 - Nicos Evmides, Lambros Odysseos, Michalis P. Michaelides, Herodotos Herodotou:
An Intelligent Framework for Vessel Traffic Monitoring Using AIS Data. 413-418 - Song Wu, Esteban Zimányi, Mahmoud Attia Sakr, Kristian Torp:
Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing Activities. 419-424 - Andreas Tritsarolis, Eva Chondrodima
Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. 425-430 - Petros Mandalis, Eva Chondrodima
Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. 431-436 - Aidan Worth, Aris Televantos, Nicos Evmides, Michalis P. Michaelides, Herodotos Herodotou:
Online Analytical Processing of Port Calls for Decision Support. 437-439 - Chun-Cheng Fang, Chia-Chun Ho
A Greedy Algorithm for Budgeted Multiple-Product Profit Maximization in Social Network. 440-445 - Sheng-Po Tseng, Lo-Yao Yeh, Lee-Chi Wu, Pei-Yu Tsai:
Analyzing Federated Learning with Enhanced Privacy Preservation. 446-451 - Cheng-En Wu, Hsiao-Ping Tsai:
Selecting Subgoal for Social AGV Path Planning by Using Reinforcement Learning. 452-457 - Cheng-Chun Li, Hong-Han Shuai, Li-Chun Wang:
Efficiency-reinforced Learning with Auxiliary Depth Reconstruction for Autonomous Navigation of Mobile Devices. 458-463 - Chung-Hua Chu, De-Nian Yang, Hsiang-Lin Tsai:
Study of Mixed Social World on the Social World of Virtual and Real World. 464-469 - Matthew Michaelis, Jafar Haadi Jafarian, Ashis Kumer Biswas
The Dangers of Money and Corporate Power Relating to Online Disinformation. 470-475 - Ke Wang, Jie Yang, Zhe Li, Yiyang Liu, Junxiao Xue
Naturalistic Driving Scenario Recognition with Multimodal Data. 476-481 - Yurui Yang, Bo Jiang:
Towards Group Fairness via Semi-Centralized Adversarial Training in Federated Learning. 482-487 - Guanfeng Li, Shaohui Zhang, Baolong Mei, Mingliang Xu, Yafei Li:
Material Transfer Planning for Huge warship: Modeling, Simulation, and Evaluation. 488-493 - Sugandh Pargal, Soumyajit Chatterjee, Utkarsh Sinha, Bivas Mitra, Sandip Chakraborty:
My Mobile Knows That I am Driving! In-Vehicle (Relative) Blind Localization of a Smartphone. 494-499 - Yue Yuan, Yafang Han, Jingyi Xue, Yibo Guo:
A Dynamic Dispatching Method in the Unmanned Airport Baggage Transportation System. 500-505 - Lishuo Hou, Mingxin Li, Shun Liu, Yibo Guo:
Collaborative Preparedness of Emergent Incidents in Unmanned Storage Warehouse. 506-511 - Zhihao Shang, Zhiqiang Mao, Huachao Zhang, Mingliang Xu:
Collaborative Path Planning of Multiple Carrier-based Aircraft Based on Multi-agent Reinforcement Learning. 512-517 - Huiling Li
Human-in-the-loop Real-time Task Allocation. 518-523
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