AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library (English)
- New search for: Portela, Tarlis Tortelli
- New search for: Bogorny, Vania
- New search for: Bernasconi, Anna
- New search for: Renso, Chiara
- New search for: Portela, Tarlis Tortelli
- New search for: Bogorny, Vania
- New search for: Bernasconi, Anna
- New search for: Renso, Chiara
In:
2022 23rd IEEE International Conference on Mobile Data Management (MDM)
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282-285
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2022
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ISBN:
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ISSN:
- Conference paper / Electronic Resource
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Title:AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library
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Contributors:Portela, Tarlis Tortelli ( author ) / Bogorny, Vania ( author ) / Bernasconi, Anna ( author ) / Renso, Chiara ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2022-06-01
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Size:668747 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Title Page| 2022
- 1
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Copyright Page| 2022
- 1
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D&I Keynote| 2022
- 1
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Mobile Applications for Privacy-Preserving Digital Contact TracingLaoudias, Christos / Meyer, Steffen / Isaia, Philippos / Windisch, Thomas / Benzler, Justus / Lenkeit, Maximilian et al. | 2022
- 5
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Scalable Analytics on Large Sequence CollectionsEchihabi, Karima / Palpanas, Themis et al. | 2022
- 9
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The “AI + R” - tree: An Instance-optimized R - treeAbdullah-Al-Mamun, Abdullah-Al- / Haider, Ch. Md. Rakin / Wang, Jianguo / Aref, Walid G. et al. | 2022
- 19
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Tearing Down the Tower of Babel: Unified and Efficient Spatio-temporal Queries for NoSQL StoresKoutroumanis, Nikolaos / Doulkeridis, Christos / Vlachou, Akrivi et al. | 2022
- 29
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Route Recommendation to Facilitate CarpoolingBassem, Christine / Honcharuk, Svitlana / Mokbel, Mohamed et al. | 2022
- 35
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Reliable Geofence Activation with Sparse and Sporadic Location MeasurementsNguyen, Kien / Krumm, John et al. | 2022
- 41
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Advanced Conjunctive Boolean Streaming Spatial Keyword ProcessingPatil, Mayur et al. | 2022
- 44
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Reachability Embeddings: Scalable Self-Supervised Representation Learning from Mobility Trajectories for Multimodal Geospatial Computer VisionGanguli, Swetava / Iyer, C. V. Krishnakumar / Pandey, Vipul et al. | 2022
- 54
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Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data ConsumptionZang, Andi / Zhu, Xiaofeng / Li, Ce / Zhou, Fan / Trajcevski, Goce et al. | 2022
- 64
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Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier DetectionAndersen, Erik / Chiarandini, Marco / Hassani, Marwan / Janicke, Stefan / Tampakis, Panagiotis / Zimek, Arthur et al. | 2022
- 70
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Effectively Relocating Ride-Hailing Drivers Using A Markov Decision Process with Dynamic ShardingChen, Keru / Li, Wentong / Chirico, Michael / Abeywickrama, Tenindra et al. | 2022
- 73
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Sensitivity Analysis of Personal Location DisclosureKrumm, John et al. | 2022
- 83
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SecureIoD: A Secure Data Collection and Storage Mechanism for Internet of DronesPu, Cong / Wall, Andrew / Ahmed, Imtiaz / Choo, Kim-Kwang Raymond et al. | 2022
- 93
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A hierarchical graph-based accessibility measure: application to a maritime transportation networkElayam, Maryam Maslek / Ray, Cyril / Claramunt, Christophe et al. | 2022
- 99
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Collecting Individual Trajectories under Local Differential PrivacyYang, Jianyu / Cheng, Xiang / Su, Sen / Sun, Huizhong / Chen, Changju et al. | 2022
- 109
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Multi-round Data Poisoning Attack and Defense against Truth Discovery in Crowdsensing SystemsZhang, Hongniu / Li, Mohan et al. | 2022
- 119
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AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored CitiesSasaki, Yuya / Harada, Kei / Yamasaki, Shohei / Onizuka, Makoto et al. | 2022
- 125
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An Effective Way To Reduce Network Transmission In Backup SystemChao, Yun / Su, JinDian et al. | 2022
- 128
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Efficient Split Learning with Non-iid DataCai, Yuanqin / Wei, Tongquan et al. | 2022
- 137
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Learning to Optimize DAG Scheduling in Heterogeneous EnvironmentZhou, Yunfan / Li, Xijun / Luo, Jinhong / Yuan, Mingxuan / Zeng, Jia / Yao, Jianguo et al. | 2022
- 147
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3D-ConvLSTMNet: A Deep Spatio-Temporal Model for Traffic Flow PredictionHe, Lihua / Luo, Wuman et al. | 2022
- 153
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ASRL: An Adaptive GPS Sampling Method Using Deep Reinforcement LearningQu, Boting / Zhao, Mengjiao / Feng, Jun / Wang, Xin et al. | 2022
- 159
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DriBe: on-Road Mobile Telemetry for Locality-Neutral Driving Behavior AnnotationDas, Debasree / Pargal, Sugandh / Chakraborty, Sandip / Mitra, Bivas et al. | 2022
- 169
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On Epidemic-aware Socio Spatial POI RecommendationFotsing, Cedric Parfait Kankeu / Teng, Ya-Wen / Lee, Guang-Siang / Shen, Chih-Ya / Chen, Yi-Shin / Yang, De-Nian et al. | 2022
- 179
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Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and SmarterLiu, Jun / Zhu, Zhenhua / Hu, Jingbo / Sun, Hanbo / Liu, Li / Liu, Lingzhi / Dai, Guohao / Yang, Huazhong / Wang, Yu et al. | 2022
- 185
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A Matching Based Spatial Crowdsourcing Framework for Egalitarian Task AssignmentKaur, Ramneek / Goyal, Vikram / Gunturi, Venkata M. V. / Long, Cheng et al. | 2022
- 188
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Practical Privacy Preservation in a Mobile Cloud EnvironmentTomaras, Dimitrios / Tsenos, Michail / Kalogeraki, Vana et al. | 2022
- 198
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SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clusteringSantos, Yuri / Carvalho, Jonata Tyska / Bogorny, Vania et al. | 2022
- 208
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Modeling Trajectories with Multi-task LearningLiu, Kaijun / Ruan, Sijie / Xu, Qianxiong / Long, Cheng / Xiao, Nan / Hu, Nan / Yu, Liang / Pan, Sinno Jialin et al. | 2022
- 214
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RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSMMusleh, Mashaal / Mokbel, Mohamed F. et al. | 2022
- 222
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PhyloView: A System to Visualize the Ecology of Infectious Diseases Using Phylogenetic DataLe, Minh Tri / Attaway, David / Anderson, Taylor / Kavak, Hamdi / Roess, Amira / Zufle, Andreas et al. | 2022
- 230
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A Geospatial Method for Detecting Map-Based Road Segment DiscrepanciesYao, Jiawei / Al-Masri, Eyhab / Ali, Mohamed / Agrawal, Vashutosh / Tan, Ming / Govind, Harsh / Sabour, Adel / Salama, Abdulrahman / Jiang, Daniel / Keller, Reuben et al. | 2022
- 238
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Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature ExtractionXu, Zequan / Luo, Siqiang / Shi, Jieming / Li, Hui / Lin, Chen / Sun, Qihang / Hu, Shaofeng et al. | 2022
- 246
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Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clustersde Sousa, Nelson Tavares / Trahms, Carola / Kroger, Peer / Renz, Matthias / Schubert, Rene / Biastoch, Arne et al. | 2022
- 254
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CityCross: Transferring Attention-based Knowledge for Location-based Advertising RecommendationQiu, Dazhuo / Wang, Yihao / Zhao, Yan / Deng, Liwei / Zheng, Kai et al. | 2022
- 262
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Machine Learning Models for Vessel Route Forecasting: An Experimental ComparisonChondrodima, Eva / Mandalis, Petros / Pelekis, Nikos / Theodoridis, Yannis et al. | 2022
- 270
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UrbanGen: Generating Combined In- and Outdoor TrajectoriesSun, Yunkai / Nielsen, Nichlas / Xie, Xike / Pedersen, Torben Bach / Simonsen, Ulf / Lu, Hua / Ainciburu, Maite et al. | 2022
- 274
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MAT-Builder: a System to Build Semantically Enriched TrajectoriesPugliese, Chiara / Lettich, Francesco / Renso, Chiara / Pinelli, Fabio et al. | 2022
- 278
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A Dashboard Tool for Mobility Data Mining Preprocessing TasksHaranwala, Yaksh J. / Haidri, Salman / Tricco, Terrence S. / da Fonseca, Vinicius P. / Soares, Amilcar et al. | 2022
- 282
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AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool LibraryPortela, Tarlis Tortelli / Bogorny, Vania / Bernasconi, Anna / Renso, Chiara et al. | 2022
- 286
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A Framework for Supporting Privacy Preservation Functions in a Mobile Cloud EnvironmentTomaras, Dimitrios / Tsenos, Michail / Kalogeraki, Vana et al. | 2022
- 290
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AnyplaceCV: Infrastructure-less Localization in Anyplace with Computer VisionMpeis, Paschalis / Hadjichristodoulou, Athina / Ioannides, Ioannis / Zeinalipour-Yazti, Demetrios et al. | 2022
- 292
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A Mobility-based Recommendation System for Mitigating the Risk of Infection during EpidemicsAlix, Gian / Yanin, Nina / Pechlivanoglou, Tilemachos / Li, Jing / Heidari, Farzaneh / Papagelis, Manos et al. | 2022
- 296
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GoMap Verification: A Labelled Traffic Sign SourceTorp, Kristian / Pedersen, Kasper et al. | 2022
- 298
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Maps Vision: A Computer Vision-based System for Detecting Discrepancies in Map Textual LabelsSabour, Adel / Yao, Jiawei / Salama, Abdulrahman / Hampshire, Cordel / Al-Masri, Eyhab / Ali, Mohamed / Govind, Harsh / Tan, Ming / Agrawal, Vashutosh / Maresov, Egor et al. | 2022
- 302
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CovidLens: Visually Understanding the Covid-19 Indicators through the Lens of Mobility DataSharaf, Mohamed A. / Zhang, Xiaozhong / Chrysanthis, Panos K. / Alsaedi, Wadima / Alkalbani, Maitha / Helal, Heba / Aldhaheri, Alyazia et al. | 2022
- 306
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Targeted Content-Sharing in a Multi-group DTN Application using Attribute-Based EncryptionCao, Xiaofei / Datta, Shudip / Bolla, Ram Charan / Madria, Sanjay et al. | 2022
- 310
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Efficient Detection of COVID-19 Exposure RiskNixon, Brian T. / Alseghayer, Rakan / Graybill, Benjamin / Zhang, Xiaozhong / Costa, Constantinos / Chrysanthis, Panos K. et al. | 2022
- 314
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EnterCY: A Virtual and Augmented Reality Tourism Platform for CyprusConstantinou, Soteris / Pamboris, Andreas / Alexandrou, Rafael / Kronis, Christoforos / Zeinalipour-Yazti, Demetrios / Papadopoulos, Harris / Konstantinidis, Andreas et al. | 2022
- 318
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Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home EnvironmentHuynh, Ngoc Dung / Bouadjenek, Mohamed Reda / Hassani, Ali / Razzak, Imran / Lee, Kevin / Arora, Chetan / Zaslavsky, Arkady et al. | 2022
- 322
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Spatial Queries for Indoor Location-based ServicesLiu, Tiantian et al. | 2022
- 325
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Spatial Regionalization: New Frontiers and ApplicationsAlrashid, Hussah et al. | 2022
- 328
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Scalable Spatial Queries in Big Data SystemsAbdelhafeez, Laila et al. | 2022
- 331
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Sharing and Generating Privacy-Preserving Spatio-Temporal Data Using Real-World KnowledgeCunningham, Teddy et al. | 2022
- 334
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Cleansing and Analytics of Indoor Positioning DataLi, Xiao et al. | 2022
- 337
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Blockchain Data Management for IoT ApplicationsDrakatos, Panagiotis et al. | 2022
- 340
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Collaborative Geographic Area Surveillance by System of DronesGiri, Prabin et al. | 2022
- 343
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A Combination of Visual and Temporal Trajectory Features for Cognitive Assessment in Smart HomeZolfaghari, Samaneh / Loddo, Andrea / Pes, Barbara / Riboni, Daniele et al. | 2022
- 349
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Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting DatasetsQuezada-Gaibor, Darwin / Klus, Lucie / Torres-Sospedra, Joaquin / Lohan, Elena Simona / Nurmi, Jari / Granell, Carlos / Huerta, Joaquin et al. | 2022
- 355
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Privacy-Preserving Presence Tracing for Pandemics Via Machine-to-Machine Exposure NotificationsLaoudias, Christos / Raspopoulos, Marios / Christoforou, Stefanos / Kamilaris, Andreas et al. | 2022
- 361
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Differentially Private Occupancy Monitoring from WiFi Access PointsZaidi, Abbas / Ahuja, Ritesh / Shahabi, Cyrus et al. | 2022
- 367
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DNN-based Indoor Fingerprinting Localization with WiFi FTMEberechukwu, Paulson / Park, Hyunwoo / Laoudias, Christos / Horsmanheimo, Seppo / Kim, Sunwoo et al. | 2022
- 372
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ASTRO-K: Finding Top-k Sufficiently Distinct Indoor-Outdoor PathsSarris, Vasilis Ethan / Costa, Constantinos / Chrysanthis, Panos K. et al. | 2022
- 378
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Thinking Inclusively with CAPRIOLeiby, Lucas W. / Costa, Constantinos / Chrysanthis, Panos K. et al. | 2022
- 381
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Comparing Deep Learning and Human Crafted Features for Recognising Hand Activities of Daily Living from WearablesDiamantidou, Eleni / Giakoumis, Dimitrios / Votis, Konstantinos / Tzovaras, Dimitrios / Likothanassis, Spiridon et al. | 2022
- 385
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A Framework for Indoor Localization Using the Magnetic FieldKok, Manon / Viset, Frida / Osman, Mostafa et al. | 2022
- 388
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Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workloadKontopoulos, Ioannis / Makris, Antonios / Xyalis, Stylianos Nektarios / Tserpes, Konstantinos et al. | 2022
- 394
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Online Training for Fuel Oil Consumption Estimation: A Data Driven ApproachKaklis, Dimitrios / Varlamis, Iraklis / Giannakopoulos, George / Spyropoulos, Constantine / Varelas, Takis J. et al. | 2022
- 401
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Making Sense of Heterogeneous Maritime DataPitsikalis, Manolis / Lisitsa, Alexei / Totzke, Patrick / Lee, Simon et al. | 2022
- 407
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Estimation of Sea Surface Current Velocities using AIS DataChristodoulou, Konstantinos / Herodotou, Herodotos / Michaelides, Michalis P. et al. | 2022
- 413
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An Intelligent Framework for Vessel Traffic Monitoring Using AIS DataEvmides, Nicos / Odysseos, Lambros / Michaelides, Michalis P. / Herodotou, Herodotos et al. | 2022
- 419
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Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing ActivitiesWu, Song / Zimanyi, Esteban / Sakr, Mahmoud / Torp, Kristian et al. | 2022
- 425
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Vessel Collision Risk Assessment using AIS Data: A Machine Learning ApproachTritsarolis, Andreas / Chondrodima, Eva / Pelekis, Nikos / Theodoridis, Yannis et al. | 2022
- 431
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Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental ComparisonMandalis, Petros / Chondrodima, Eva / Kontoulis, Yannis / Pelekis, Nikos / Theodoridis, Yannis et al. | 2022
- 437
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Online Analytical Processing of Port Calls for Decision SupportWorth, Aidan / Televantos, Aris / Evmides, Nicos / Michaelides, Michalis P. / Herodotou, Herodotos et al. | 2022
- 440
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A Greedy Algorithm for Budgeted Multiple-Product Profit Maximization in Social NetworkFang, Chun-Cheng / Ho, Chia-Chun / Dai, Bi-Ru et al. | 2022
- 446
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Analyzing Federated Learning with Enhanced Privacy PreservationTseng, Sheng-Po / Yeh, Lo-Yao / Wu, Lee-Chi / Tsai, Pei-Yu et al. | 2022
- 452
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Selecting Subgoal for Social AGV Path Planning by Using Reinforcement LearningWu, Cheng-En / Tsai, Hsiao-Ping et al. | 2022
- 458
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Efficiency-reinforced Learning with Auxiliary Depth Reconstruction for Autonomous Navigation of Mobile DevicesLi, Cheng-Chun / Shuai, Hong-Han / Wang, Li-Chun et al. | 2022
- 464
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Study of Mixed Social World on the Social World of Virtual and Real WorldChu, Chung-Hua / Yang, De-Nian / Tsai, Hsiang-Lin et al. | 2022
- 470
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The Dangers of Money and Corporate Power Relating to Online DisinformationMichaelis, Matthew / Jafarian, Jafar Haadi / Biswas, Ashis et al. | 2022
- 476
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Naturalistic Driving Scenario Recognition with Multimodal DataWang, Ke / Yang, Jie / Li, Zhe / Liu, Yiyang / Xue, Junxiao / Liu, Hao et al. | 2022
- 482
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Towards Group Fairness via Semi-Centralized Adversarial Training in Federated LearningYang, Yurui / Jiang, Bo et al. | 2022
- 488
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Material Transfer Planning for Huge warship: Modeling, Simulation, and EvaluationLi, Guanfeng / Zhang, Shaohui / Mei, Baolong / Xu, Mingliang / Li, Yafei et al. | 2022
- 494
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My Mobile Knows That I am Driving! In-Vehicle (Relative) Blind Localization of a SmartphonePargal, Sugandh / Chatterjee, Soumyajit / Sinha, Utkarsh / Mitra, Bivas / Chakraborty, Sandip et al. | 2022
- 500
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A Dynamic Dispatching Method in the Unmanned Airport Baggage Transportation SystemYuan, Yue / Han, Yafang / Xue, JingYi / Guo, Yibo et al. | 2022
- 506
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Collaborative Preparedness of Emergent Incidents in Unmanned Storage WarehouseHou, Lishuo / Li, Mingxin / Liu, Shun / Guo, Yibo et al. | 2022
- 512
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Collaborative Path Planning of Multiple Carrier-based Aircraft Based on Multi-agent Reinforcement LearningShang, Zhihao / Mao, Zhiqiang / Zhang, Huachao / Xu, Mingliang et al. | 2022
- 518
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Human-in-the-loop Real-time Task AllocationLi, Huiling / Gao, Lei / Wang, Hua / Xu, Mingliang / Li, Yafei et al. | 2022
- 525
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Author Index| 2022
- v
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Table of Contents| 2022
- xvii
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Message from the General Co-Chairs| 2022
- xx
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Message from the Program Co-Chairs| 2022
- xxi
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Message from the Demo Co-Chairs| 2022
- xxii
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Message from the Industry, Systems and Apps Co-Track Co-Chairs| 2022
- xxiii
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Message from the Test-of-Time Committee| 2022
- xxiv
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Message from the D&I Co-Chairs| 2022
- xxix
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Organizing Committee| 2022
- xxv
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Message from the ALIAS Workshop Co-Chairs| 2022
- xxvi
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Message from the MBDW Workshop Co-Chairs| 2022
- xxvii
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Message from the MobiSocial 2022 Workshop Co-Chairs| 2022
- xxviii
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Message from the MUST'22 Workshop Co-Chairs| 2022
- xxxi
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Program Committee| 2022
- xxxiii
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External Reviewers| 2022
- xxxiv
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Keynotes| 2022
- xxxix
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Panel: Mobile Data Management for Green Mobility| 2022