| 2022 | 23rd IEEE International Conference on Mobile Data Management, MDM 2022, Paphos, Cyprus, June 6-9, 2022 |
| 2022 | 3D-ConvLSTMNet: A Deep Spatio-Temporal Model for Traffic Flow Prediction. Lihua He, Wuman Luo |
| 2022 | A Combination of Visual and Temporal Trajectory Features for Cognitive Assessment in Smart Home. Samaneh Zolfaghari, Andrea Loddo, Barbara Pes, Daniele Riboni |
| 2022 | A Dashboard Tool for Mobility Data Mining Preprocessing Tasks. Yaksh J. Haranwala, Salman Haidri, Terrence S. Tricco, Vinicius Prado da Fonseca, Amílcar Soares |
| 2022 | A Dynamic Dispatching Method in the Unmanned Airport Baggage Transportation System. Yue Yuan, Yafang Han, Jingyi Xue, Yibo Guo |
| 2022 | A Framework for Indoor Localization Using the Magnetic Field. Manon Kok, Frida Viset, Mostafa Osman |
| 2022 | A Framework for Supporting Privacy Preservation Functions in a Mobile Cloud Environment. Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki |
| 2022 | A Geospatial Method for Detecting Map-Based Road Segment Discrepancies. Jiawei Yao, Eyhab Al-Masri, Mohamed Ali, Vashutosh Agrawal, Ming Tan, Harsh Govind, Adel A. Sabour, Abdulrahman Salama, Daniel Jiang, Reuben Keller, Dino Jazvin, Ravi Prakash, Egor Maresov |
| 2022 | A Greedy Algorithm for Budgeted Multiple-Product Profit Maximization in Social Network. Chun-Cheng Fang, Chia-Chun Ho, Bi-Ru Dai |
| 2022 | A Matching Based Spatial Crowdsourcing Framework for Egalitarian Task Assignment. Ramneek Kaur, Vikram Goyal, Venkata M. V. Gunturi, Cheng Long |
| 2022 | A Mobility-based Recommendation System for Mitigating the Risk of Infection during Epidemics. Gian Alix, Nina Yanin, Tilemachos Pechlivanoglou, Jing Li, Farzaneh Heidari, Manos Papagelis |
| 2022 | A hierarchical graph-based accessibility measure: application to a maritime transportation network. Maryam Maslek Elayam, Cyril Ray, Christophe Claramunt |
| 2022 | AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities. Yuya Sasaki, Kei Harada, Shohei Yamasaki, Makoto Onizuka |
| 2022 | ASRL: An Adaptive GPS Sampling Method Using Deep Reinforcement Learning. Boting Qu, Mengjiao Zhao, Jun Feng, Xin Wang |
| 2022 | ASTRO-K: Finding Top-k Sufficiently Distinct Indoor-Outdoor Paths. Vasilis Ethan Sarris, Constantinos Costa, Panos K. Chrysanthis |
| 2022 | AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library. Tarlis Tortelli Portela, Vania Bogorny, Anna Bernasconi, Chiara Renso |
| 2022 | Advanced Conjunctive Boolean Streaming Spatial Keyword Processing. Mayur Patil |
| 2022 | An Effective Way To Reduce Network Transmission In Backup System. Yun Chao, Jindian Su |
| 2022 | An Intelligent Framework for Vessel Traffic Monitoring Using AIS Data. Nicos Evmides, Lambros Odysseos, Michalis P. Michaelides, Herodotos Herodotou |
| 2022 | Analyzing Federated Learning with Enhanced Privacy Preservation. Sheng-Po Tseng, Lo-Yao Yeh, Lee-Chi Wu, Pei-Yu Tsai |
| 2022 | AnyplaceCV: Infrastructure-less Localization in Anyplace with Computer Vision. Paschalis Mpeis, Athina Hadjichristodoulou, Ioannis Ioannides, Demetrios Zeinalipour-Yazti |
| 2022 | Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload. Ioannis Kontopoulos, Antonios Makris, Stylianos Nektarios Xyalis, Konstantinos Tserpes |
| 2022 | Blockchain Data Management for IoT Applications. Panagiotis Drakatos |
| 2022 | CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. Dazhuo Qiu, Yihao Wang, Yan Zhao, Liwei Deng, Kai Zheng |
| 2022 | Cleansing and Analytics of Indoor Positioning Data. Xiao Li |
| 2022 | Collaborative Geographic Area Surveillance by System of Drones. Prabin Giri |
| 2022 | Collaborative Path Planning of Multiple Carrier-based Aircraft Based on Multi-agent Reinforcement Learning. Zhihao Shang, Zhiqiang Mao, Huachao Zhang, Mingliang Xu |
| 2022 | Collaborative Preparedness of Emergent Incidents in Unmanned Storage Warehouse. Lishuo Hou, Mingxin Li, Shun Liu, Yibo Guo |
| 2022 | Collecting Individual Trajectories under Local Differential Privacy. Jianyu Yang, Xiang Cheng, Sen Su, Huizhong Sun, Changju Chen |
| 2022 | Comparing Deep Learning and Human Crafted Features for Recognising Hand Activities of Daily Living from Wearables. Eleni Diamantidou, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras, Spiridon Likothanassis |
| 2022 | CovidLens: Visually Understanding the Covid-19 Indicators through the Lens of Mobility Data. Mohamed A. Sharaf, Xiaozhong Zhang, Panos K. Chrysanthis, Wadima Alsaedi, Maitha Alkalbani, Heba Helal, Alyazia Aldhaheri |
| 2022 | DNN-based Indoor Fingerprinting Localization with WiFi FTM. Paulson Eberechukwu N, Hyunwoo Park, Christos Laoudias, Seppo Horsmanheimo, Sunwoo Kim |
| 2022 | Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets. Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Carlos Granell, Joaquín Huerta |
| 2022 | Differentially Private Occupancy Monitoring from WiFi Access Points. Abbas Zaidi, Ritesh Ahuja, Cyrus Shahabi |
| 2022 | DriBe: on-Road Mobile Telemetry for Locality-Neutral Driving Behavior Annotation. Debasree Das, Sugandh Pargal, Sandip Chakraborty, Bivas Mitra |
| 2022 | Effectively Relocating Ride-Hailing Drivers Using A Markov Decision Process with Dynamic Sharding. Keru Chen, Wentong Li, Michael Chirico, Tenindra Abeywickrama |
| 2022 | Efficiency-reinforced Learning with Auxiliary Depth Reconstruction for Autonomous Navigation of Mobile Devices. Cheng-Chun Li, Hong-Han Shuai, Li-Chun Wang |
| 2022 | Efficient Detection of COVID-19 Exposure Risk. Brian T. Nixon, Rakan Alseghayer, Benjamin Graybill, Xiaozhong Zhang, Constantinos Costa, Panos K. Chrysanthis |
| 2022 | Efficient Split Learning with Non-iid Data. Yuanqin Cai, Tongquan Wei |
| 2022 | Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction. Zequan Xu, Siqiang Luo, Jieming Shi, Hui Li, Chen Lin, Qihang Sun, Shaofeng Hu |
| 2022 | EnterCY: A Virtual and Augmented Reality Tourism Platform for Cyprus. Soteris Constantinou, Andreas Pamboris, Rafael Alexandrou, Christoforos Kronis, Demetrios Zeinalipour-Yazti, Harris Papadopoulos, Andreas Konstantinidis |
| 2022 | Estimation of Sea Surface Current Velocities using AIS Data. Konstantinos Christodoulou, Herodotos Herodotou, Michalis P. Michaelides |
| 2022 | Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection. Erik Andersen, Marco Chiarandini, Marwan Hassani, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek |
| 2022 | GoMap Verification: A Labelled Traffic Sign Source. Kristian Torp, Kasper F. Pedersen |
| 2022 | Human-in-the-loop Real-time Task Allocation. Huiling Li, Lei Gao, Hua Wang, Mingliang Xu, Yafei Li |
| 2022 | Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption. Andi Zang, Xiaofeng Zhu, Ce Li, Fan Zhou, Goce Trajcevski |
| 2022 | Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home Environment. Ngoc Dung Huynh, Mohamed Reda Bouadjenek, Ali Hassani, Imran Razzak, Kevin Lee, Chetan Arora, Arkady B. Zaslavsky |
| 2022 | Learning to Optimize DAG Scheduling in Heterogeneous Environment. Yunfan Zhou, Xijun Li, Jinhong Luo, Mingxuan Yuan, Jia Zeng, Jianguo Yao |
| 2022 | MAT-Builder: a System to Build Semantically Enriched Trajectories. Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli |
| 2022 | Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison. Eva Chondrodima, Petros Mandalis, Nikos Pelekis, Yannis Theodoridis |
| 2022 | Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis |
| 2022 | Making Sense of Heterogeneous Maritime Data. Manolis Pitsikalis, Alexei Lisitsa, Patrick Totzke, Simon Lee |
| 2022 | Maps Vision: A Computer Vision-based System for Detecting Discrepancies in Map Textual Labels. Adel A. Sabour, Jiawei Yao, Abdulrahman Salama, Cordel Hampshire, Eyhab Al-Masri, Mohamed Ali, Harsh Govind, Ming Tan, Vashutosh Agrawal, Egor Maresov, Ravi Prakash |
| 2022 | Material Transfer Planning for Huge warship: Modeling, Simulation, and Evaluation. Guanfeng Li, Shaohui Zhang, Baolong Mei, Mingliang Xu, Yafei Li |
| 2022 | Mobile Applications for Privacy-Preserving Digital Contact Tracing. Christos Laoudias, Steffen Meyer, Philippos Isaia, Thomas Windisch, Justus Benzler, Maximilian Lenkeit |
| 2022 | Modeling Trajectories with Multi-task Learning. Kaijun Liu, Sijie Ruan, Qianxiong Xu, Cheng Long, Nan Xiao, Nan Hu, Liang Yu, Sinno Jialin Pan |
| 2022 | Multi-round Data Poisoning Attack and Defense against Truth Discovery in Crowdsensing Systems. Hongniu Zhang, Mohan Li |
| 2022 | My Mobile Knows That I am Driving! In-Vehicle (Relative) Blind Localization of a Smartphone. Sugandh Pargal, Soumyajit Chatterjee, Utkarsh Sinha, Bivas Mitra, Sandip Chakraborty |
| 2022 | Naturalistic Driving Scenario Recognition with Multimodal Data. Ke Wang, Jie Yang, Zhe Li, Yiyang Liu, Junxiao Xue, Hao Liu |
| 2022 | On Epidemic-aware Socio Spatial POI Recommendation. Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Guang-Siang Lee, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang |
| 2022 | Online Analytical Processing of Port Calls for Decision Support. Aidan Worth, Aris Televantos, Nicos Evmides, Michalis P. Michaelides, Herodotos Herodotou |
| 2022 | Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach. Dimitrios Kaklis, Iraklis Varlamis, George Giannakopoulos, Constantine D. Spyropoulos, Takis J. Varelas |
| 2022 | Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and Smarter. Jun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang |
| 2022 | PhyloView: A System to Visualize the Ecology of Infectious Diseases Using Phylogenetic Data. Minh Tri Le, David Attaway, Taylor Anderson, Hamdi Kavak, Amira Roess, Andreas Züfle |
| 2022 | Practical Privacy Preservation in a Mobile Cloud Environment. Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki |
| 2022 | Privacy-Preserving Presence Tracing for Pandemics Via Machine-to-Machine Exposure Notifications. Christos Laoudias, Marios Raspopoulos, Stefanos Christoforou, Andreas Kamilaris |
| 2022 | RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM. Mashaal Musleh, Mohamed F. Mokbel |
| 2022 | Reachability Embeddings: Scalable Self-Supervised Representation Learning from Mobility Trajectories for Multimodal Geospatial Computer Vision. Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey |
| 2022 | Reliable Geofence Activation with Sparse and Sporadic Location Measurements. Kien Nguyen, John Krumm |
| 2022 | Route Recommendation to Facilitate Carpooling. Christine Bassem, Svitlana Honcharuk, Mohamed F. Mokbel |
| 2022 | SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny |
| 2022 | Scalable Analytics on Large Sequence Collections. Karima Echihabi, Themis Palpanas |
| 2022 | Scalable Spatial Queries in Big Data Systems. Laila Abdelhafeez |
| 2022 | SecureIoD: A Secure Data Collection and Storage Mechanism for Internet of Drones. Cong Pu, Andrew Wall, Imtiaz Ahmed, Kim-Kwang Raymond Choo |
| 2022 | Selecting Subgoal for Social AGV Path Planning by Using Reinforcement Learning. Cheng-En Wu, Hsiao-Ping Tsai |
| 2022 | Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing Activities. Song Wu, Esteban Zimányi, Mahmoud Attia Sakr, Kristian Torp |
| 2022 | Sensitivity Analysis of Personal Location Disclosure. John Krumm |
| 2022 | Sharing and Generating Privacy-Preserving Spatio-Temporal Data Using Real-World Knowledge. Teddy Cunningham |
| 2022 | Spatial Queries for Indoor Location-based Services. Tiantian Liu |
| 2022 | Spatial Regionalization: New Frontiers and Applications. Hussah Alrashid |
| 2022 | Study of Mixed Social World on the Social World of Virtual and Real World. Chung-Hua Chu, De-Nian Yang, Hsiang-Lin Tsai |
| 2022 | Targeted Content-Sharing in a Multi-group DTN Application using Attribute-Based Encryption. Xiaofei Cao, Shudip Datta, Ram Charan Bolla, Sanjay Madria |
| 2022 | Tearing Down the Tower of Babel: Unified and Efficient Spatio-temporal Queries for NoSQL Stores. Nikolaos Koutroumanis, Christos Doulkeridis, Akrivi Vlachou |
| 2022 | The "AI + R" - tree: An Instance-optimized R - tree. Abdullah Al-Mamun, Ch. Md. Rakin Haider, Jianguo Wang, Walid G. Aref |
| 2022 | The Dangers of Money and Corporate Power Relating to Online Disinformation. Matthew Michaelis, Jafar Haadi Jafarian, Ashis Kumer Biswas |
| 2022 | Thinking Inclusively with CAPRIO. Lucas W. Leiby, Constantinos Costa, Panos K. Chrysanthis |
| 2022 | Towards Group Fairness via Semi-Centralized Adversarial Training in Federated Learning. Yurui Yang, Bo Jiang |
| 2022 | Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters. Nelson Tavares de Sousa, Carola Trahms, Peer Kröger, Matthias Renz, René Schubert, Arne Biastoch |
| 2022 | UrbanGen: Generating Combined In- and Outdoor Trajectories. Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu, Maite Ainciburu |
| 2022 | Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. Andreas Tritsarolis, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis |