Publications

  • Yu Ma, Bin Yang, Christian S. Jensen. Enabling time-dependent uncertain eco-weights for road networks. In proceedings of 1st International ACM workshop on Managing and Mining Enriched Geo-Spatial Data, 2014, Snowbird USA
  • Chenjuan Guo, Bin Yang, Ove Andersen, Christian S. Jensen, Kristian Torp. EcoMark 2.0: Empowering Eco-Routing with Vehicular Environmental Models and Actual Vehicle Fuel Consumption Data. Geoinformatica
  • Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, Shuo Shang. Stochastic Skyline Route Planning Under Time-Varying Uncertainty. 30th IEEE International Conference on Data Engineering, 2014, Chicago USA
  • Bin Yang, Chenjuan Guo, Yu Ma, Christian S. Jensen. Towards Context Aware, Personalized Routing. The VLDB Journal. In Submission.
  • Frank Ottenhof (TrafficLink/Trinite), Julie van Heteren and Thijs Muizelaar (DIVV Amsterdam), Saskia Muller (Amsterdam Smart City). Amsterdam test Digitale Wegbeheerder (English version Amsterdam will test Digital Road Authority). Verkeerskunde 2014, Netherlands.
  • Frank Ottenhof (TrafficLink/Trinite), Maarten de Haas (TrafficLink). Digital Road Authority for optimal PPP Electronic solution connects governments and market. Verkeer in Beeld 2014, Netherlands
  • Dimitrios Papakostas, Dimitrios Katsaros. A Simulation-based Performance Evaluation of a Randomized MIS-based Clustering Algorithm for Ad Hoc Networks. Simulation Modelling: Practice And Theory (Elsevier) 2014.
  • Nikos Makris, Christos Zarafetas, Thanasis Korakis, Dimitrios Katsaros and Leandros Tassiulas. IEEE Internet of Things Journal – Special Issue on Internet of Vehicles (IoV). 2014
  • Leandros Maglaras, Dimitrios Katsaros. Social clustering of vehicles based on semi-Markov processes. IEEE Transactions on Vehicular Technology. (Under Review)
  • Dimitrios Papakostas, Leandros Maglaras, Dimitrios Katsaros .A Rich Dictionary Markov Predictor for Trajectory Forecasting in Vehicular Environments. IEEE Vehicular Technology magazine. (Under Review)
  • Athanasios Oikonomou Dimitrios Katsaros. Design, implementation and performance analysis of a vehicular cloud using Hadoop over wireless links. Communications Journal. (under Review)
  • Leandros Maglaras, Pavlos, Basaras, Dimitrios Katsaros. Exploiting Vehicular Communications for Reducing CO2 Emissions in Urban environments. Proceedings of the 2nd International Conference on Connected Vehicles and Expo (ICCVE) 2013. Las Vegas, USA.
  • Nikos Makris, Thanasis Korakis, Dimitrios Katsaros, Leandros Tassiulas. Enabling ITS Real World Experimentation in NITOS Future Internet facility. Proceedings of 11th IEEE-IFIP Annual Conference on Wireless on-Demand Network Systems and Services (WONS), 2014. Obergurgel Austria
  • Alexandra Stagkopoulou, Pavlos Basaras, Dimitrios Katsaros. A Social-based Approach for Message Dissemination in Vehicular Ad Hoc Networks. Proceedings of the 6th International Conference on Ad Hoc Networks, 2014, Rhodes Island Greece.
  • Michael Levin, Ehsan Jafari, Rohan Shah, Natalia Ruiz Juri, Kyriacos C. Mouskos. 14-5689 Dynamic Traffic Assignment Framework to Assess Short-Term Network-Level Impacts on Eco-Routing Strategies. 2014, Transportation Research Board. 500 Fifth St. NW, Washington, D.C. 20001
  • Benjamin B. Krogh, Ove Andersen, and Kristian Torp . An Open-Source Based ITS Platform. 2013 IEEE 14th International Conference on Mobile Data Management LBS n.0 Workshop. 2013, Milan Italy.
  • Benjamin B. Krogh, Ove Andersen, Edwin Lewis-Kelham, Nikos Pelekis, Yannis Theodoridis, Kristian Torp. Trajectory based traffic analysis. 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2013. Orlando, FL
  • Karsten Jakobsen, Sabrine C. H. Mouritsen, Kristian Torp. Evaluating eco-driving advice using GPS/CANBus data. 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2013. Orlando, FL
  • Ove Andersen, Benjamin B. Krogh, Kristian Torp. Analysis of Energy Consumption from EVs (in Danish). Trafik Dage. 2014 Denmark.
  • Josif Grabocka, Erind Bedalli, Lars Schmidt-Thieme. Supervised Nonlinear Factorizations Excel In Semi-supervised Regression. Proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, Taiwan.
  • Josif Grabocka, Lars Schmidt-Thieme. Invariant Time-Series Factorization. Journal of Data Mining and Knowledge Discovery. 2014
  • Josif Grabocka, Lars Schmidt-Thieme. Learning Through Non-linearly Supervised Dimensionality Reduction. Journal of Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS), Springer LNCS. 2014
  • Josif Grabocka, Lars Schmidt-Thieme. Mining Fuel-Inefficient Driving From GPS Trajectories Behaviors. In proceesings of European Conference on Data Analysis, ECDA 2014
  • Josif Grabocka, Alexandros Dalkalitsis, Athanasios Lois, Evangelos Katsaros and Lars Schmidt-Thieme. Realistic Optimal Policies For Energy-Efficient Train Driving. IEEE Conference on Intelligent Transportation Systems, ITSC 2014
  • Josif Grabocka, Nicolas Schilling, Martin Wistuba, Lars Schmidt-Thieme. Learning Time-Series Shapelets. Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014, New York, USA
  • Umer Khan, Lars Schmidt-Thieme, Alexandros Nanopoulos, Pavlos Basaras, Dimitrios Katsaros. Analyzing Cooperative Lane Change Models for Connected Vehicles. In proceedings of IEEE International Conference on Connected Vehicles and Expo, 2014, Vienna Austria
  • Umer Khan, Alexandros Nanopoulos, Lars Schmidt-Thieme. P2P RVM for Distributed Classification. In proceedings of European Conference on Data Analysis 2013, Luxembourg.
  • Manohar Kaul, Raymond Chi-Wing Wong, Bin Yang and Christian S. Jensen. Finding Shortest Paths on Terrains by Killing Two Birds with One Stone. The 40th International Conference on Very Large Data Bases (VLDB), 2014
  • Manohar Kaul, Bin Yang, and Christian S. Jensen; "Building Accurate 3D Spatial Networks to Enable Next Generation Intelligent Transportation Systems" awarded Best Paper Award at IEEE Mobile Data Management 2013
  • Ove Andersen Christian S. Jensen Kristian Torp, and Bin Yang; "EcoTour: Reducing the Environmental Footprint of Vehicles Using Eco-Routes" awarded Best Demo Award at IEEE Mobile Data Management 2013
  • Leandros Maglaras, Dimitrios Katsaros. Clustering in Urban Environments: Virtual Forces Applied to Vehicles. In Proceedings of the IEEE Workshop on Emerging Vehicular Networks: V2V/V2I and Railroad Communications (ENV), In conjunction with the IEEE International Conference on Communications (ICC), 2013.
  • Leandros Maglaras, Dimitrios Katsaros. Enhanced Spring Clustering in VANETs with Obstruction Considerations. In Proceedings of the 77th IEEE Vehicular Technology Conference, Spring 2013.
  • Pavlos Basaras, Dimitrios Katsaros, Leandros Tassiulas. Detecting Influential Spreaders in Complex, Dynamic Networks. IEEE Computer magazine 2013.
  • Dimitrios Papakostas, Leandros Maglaras, Dimitrios Katsaros. A Rich Dictionary Markov Predictor for Trajectory Forecasting in Vehicular Environments. Submitted to Journal on Vehicular Technology 2013.
  • Leandros Maglaras, Dimitrios Katsaros. Layered Backpressure Routing for Delay Reduction in Ad Hoc Networks. Submitted to Journal on Wireless Communications 2013.
  • Pavlos Basaras, Leandros Maglaras, Dimitrios Katsaros. On the utility of V2V communications to CO2 emissions reduction in intelligent transportation systems Submitted to Journal on Communications 2013.
  • Yubin Wang et. al. An application to contribute on CO2 emission reduction. Technical paper at ITS World Congress 2013 Tokyo
  • Bin Yang, Nicolas Fantini, and Christian S. Jensen. iPark: Identifying Parking Spaces from Trajectories. The 16th International Conference on Extending Database Technology (EDBT)
  • Bin Yang, Chenjuan Guo, and Christian S. Jensen. Travel Cost Inference from Sparse, SpatioTemporally Correlated Time Series Using Markov Models. The 39th International Conference on Very Large Data Bases (VLDB), 2013
  • Bin Yang, Manohar Kaul and Christian S. Jensen. Using Incomplete Information for Complete Weight Annotation of Road Networks IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013
  • Josif Grabocka, Lucas Drumond, Lars Schmidt-Thieme. Supervised Dimensionality Reduction Via Nonlinear Target Estimation. Proceedings of the 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2013
  • Ove Andersen, Benjamin B. Krogh Harry Lahrmann, and Kristian Torp. Fastest Versus most Fuel Efficient Route (in Danish). Trafik Dage 2013. Peer]review journal (ISSN 1903]1092)
  • Shah, R. N. Ruiz-Juri, K.C. Mouskos, M.Levin, E. Jafari. Exploring Short-Term System Implications and Performance Evaluation of a Mesoscopic Dynamic Traffic Assignment-based Eco-Routing Model. Under review of 93rd Annual Meeting of the Transportation Research Board, January 2014, Washington D.C.
  • Benjamin B. Krogh, Ove Andersen, and Kristian Torp. Trajectories for Novel and Detailed Traffic Information. ACM SIGSPATIAL Workshop IWGS. 2012
  • Josif Grabocka, Erind Bedalli, Lars Schmidt-Thieme. Efficient Classification of Long Time Series. Proceedings of ICT Innovations 2012, Springer, Advances in Intelligent Systems and Computing.
  • L. Maglaras et al., Distributed Skip Air Index for Smart Broadcasting in Intelligent Transportation Systems in Proceedings of the IEEE Intelligent Vehicles Symposium (IV), IEEE Intelligent Transportation Systems Society (ITSS), June 2012, Alcala' de Henares, Madrid, Spain
  • D. Stavropoulos et al., Demonstration of a Vehicle-to-Infrastructure (V2I) Communication Network featuring Heterogeneous Sensors and Delay Tolerant Network Capabilities Proceedings of the 8th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TRIDENTCOM), June 2012, Greece.
  • Chenjuan Guo, Yu Ma, Bin Yang, Christian S. Jensen, Manohar Kaul. EcoMark: Evaluating Models of Vehicular Environmental Impact. The 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), Redondo Beach, California, United States, November 2012.
  • Josif Grabocka, Alexandros Nanopoulos and Lars Schmidt-Thieme. Classification of Time Series via Supervised sparse matrix factorization , In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI'2012), Toronto, Canada.PDF
  • L. Maglaras et al., Distributed Clustering in Vehicular Networks. Proceedings of the 2nd IEEE International Workshop on Vehicular Communications and Networking (VECON), In conjunction with the 8th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), October 2012, Spain.
  • D. Papakostas et al., Building Integrity in Ad Hoc Networks: Evaluating a Randomized MIS-based Clustering Algorithm. Submitted to Ad Hoc Networks (Elsevier)
  • J. Grabocka et al., Invariant Time-Series Classification.European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Sept. 2012, Bristol UK.
  • O. Andersen et al., Estimation of Fuel Consumption based on GPS Data. Accepted for Trafik Dage. Peer-review journal (ISSN 1903-1092)
  • O. Andersen et al., Low-Frequent GPS data and OpenStreetMap for Computing travel Times. Accepted to Trafik Dage, 2012, Denmark.
  • O. Andersen et al., Trajectories for Novel and Detailed Traffic Information. Submitted to ACM GIS 2012.
  • Y. Wang et al., On-line Distributed Prediction of Traffic Flow in a Large-Scale Traffic Network. In Proceedings of 19th ITS world congress vienna, 2012, Austria
  • Y. Wang et al., SARAD REDUCTION. Trinité Automatisering B.V. (TRI) Design report




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