Table of Contents

• Enhanced Protection of Vulnerable Road Users - A Combined Discriminative and Generative Approach for Accurate Detection and Prediction of Pedestrian IntentionsMiguel Ángel Sotelo. 5
• Mobility Service Integration, Mobility Platforms, and Intelligent Planning AgentsKarl-Heinz Krempels. 7
• Intelligent Transport Systems for Smart Cities - Improvement of Air Quality on Roads by Environmentally Oriented Urban Traffic ManagementUwe Plank-Wiedenbeck. 9
• Integrated Provision of Heterogeneous Mobility ServicesMarkus C. Beutel, Sevket Gökay, Eva-Maria Jakobs, Karl-Heinz Krempels, Fabian Ohler, Christian Samsel, Christoph Terwelp, Sara Vogelsang. 13-22
• Crashzam: Sound-based Car Crash DetectionMatteo Sammarco, Marcin Detyniecki. 27-35 [doi]
• Data Mining Applied to Transportation Mode Classification ProblemAndrea Vassilev. 36-46 [doi]
• A Multi-stage Centralized Approach to Formation Flight Routing and Assignment of Long-haul Airline OperationsMalik Doole, Hendrikus G. Visser. 47-58 [doi]
• Fully Virtual Rapid ADAS Prototyping via a Joined Multi-domain Co-simulation EcosystemRobert Lajos Bücs, Pramod Lakshman, Jan Henrik Weinstock, Florian Walbroel, Rainer Leupers, Gerd Ascheid. 59-69 [doi]
• High Resolution Radar-based Occupancy Grid Mapping and Free Space DetectionMingkang Li, Zhaofei Feng, Martin Stolz, Martin Kunert, Roman Henze, Ferit Küçükay. 70-81 [doi]
• Weather-Tuned Network Perimeter Control - A Network Fundamental Diagram Feedback Controller ApproachMaha Elouni, Hesham Rakha. 82-90 [doi]
• Adaptive Decision Making based on Temporal Information DynamicsTobias Meuser, Martin Wende, Patrick Lieser, Björn Richerzhagen, Ralf Steinmetz. 91-102 [doi]
• Large-scale Agent-based Multi-modal Modeling of Transportation Networks - System Model and Preliminary ResultsAhmed Elbery, Filip Dvorak, Jianhe Du, Hesham A. Rakha, Matthew Klenk. 103-112 [doi]
• Travel Time Modeling using Spatiotemporal Speed Variation and a Mixture of Linear RegressionsMohammed Elhenawy, Abdallah A. Hassan, Hesham A. Rakha. 113-120 [doi]
• Cellular Bandwidth Prediction for Highly Automated Driving - Evaluation of Machine Learning Approaches based on Real-World DataFlorian Jomrich, Alexander Herzberger, Tobias Meuser, Björn Richerzhagen, Ralf Steinmetz, Cornelius Wille. 121-132 [doi]
• Overtaking Vehicle Detection Techniques based on Optical Flow and Convolutional Neural NetworkLu-Ting Wu, Huei-Yung Lin. 133-140 [doi]
• Time-controlled Neighborhood-driven Policy-based Network Selection Algorithm for Message Dissemination in Hybrid Vehicular NetworksOleg Oleinichenko, Yagmur Sevilmis, Karsten Roscher, Josef Jiru. 141-155 [doi]
• Towards Multi-Object Detection and Tracking in Urban Scenario under UncertaintiesAchim Kampker, Mohsen Sefati, Arya S. Abdul Rachman, Kai Kreisköther, Pascual Campoy. 156-167 [doi]
• Survey of Public Transport Routes using Wi-FiJoão Ribeiro, André Zúquete, Susana Sargento. 168-177 [doi]
• Non-intrusive Distracted Driving Detection based on Driving Sensing DataSasan Jafarnejad, German Castignani, Thomas Engel 0001. 178-186 [doi]
• Iterative Calibration of a Vehicle Camera using Traffic Signs Detected by a Convolutional Neural NetworkAlexander Hanel, Uwe Stilla. 187-195 [doi]
• SNB-PPB: Social-network-based-privacy-preserving Broadcast for Vehicular CommunicationsYanheng Liu, Haifeng Zhu, Jian Wang 0003. 196-203 [doi]
• Integrated Provision of Heterogeneous Mobility ServicesMarkus C. Beutel, Sevket Gökay, Eva-Maria Jakobs, Karl-Heinz Krempels, Fabian Ohler, Christian Samsel, Christoph Terwelp, Sara Vogelsang. 204-213
• Adaptive Cruise Control for Electric Bus based on Model Predictive Control with Road Grade PredictionJindong Bian, Bin Qiu, Yahui Liu, Haotian Su. 217-224 [doi]
• Integrated System for Collecting and Reporting Crash and Citation DataAlexander Paz, Cristian Arteaga, Carlos Gaviria. 225-230 [doi]
• Using the Projection-based Vehicle in the Loop for the Investigation of in-Vehicle Information Systems: First InsightsMatthias Graichen, Lisa Graichen, Thomas Rottmann, Verena Nitsch. 231-237 [doi]
• The Feasibility of using V2G to Face the Peak Demand in Warm CountriesIbrahem A. Almansour, Enrico H. Gerding, Gary Wills. 238-242 [doi]
• Autonomous Vehicle Simulation Model to Assess Potential Collisions to Reduce Severity of ImpactsAlex Gilbert, Dobrila Petrovic, Kevin Warwick, Vasilis Serghi. 243-250 [doi]
• Open Problems when Mapping Automotive Security Levels to System RequirementsThomas Rosenstatter, Tomas Olovsson. 251-260 [doi]
• Optimal Control for Energy Management of Connected Hybrid Electrical Vehicles - Predictive Connectivity Compared to an Adaptive AlgorithmHamza Idrissi Hassani Azami, Stéphane Caux, Frédéric Messine, Mariano Sans. 261-268 [doi]
• Anticipating Driver Actions via Deep Neural Networks and New Driver Personalization Technique through Transfer LearningSahim Kourkouss, Hideto Motomura, Koichi Emura, Eriko Ohdachi. 269-276 [doi]
• "Flight Map" Modelling Intellectual Geoinformation System for Urban Areas Cargo Delivery by Unmanned Aerial VehicleOleg Golovnin, Nikita Ostroglazov, Tatyana Mikheeva. 277-282 [doi]
• Controlled Emission Zone Pollution Resource Management in 5G C-ITSTomasz Mach, Wei Guo. 283-289 [doi]
• Performance Evaluation of Square Coupled Coils at Different Misalignments for Electric Vehicle Battery ChargingP. Srinivasa Rao Nayak, Kishan Dharavath, Radhakrushna Dey, Kinattingal Sundareswaran, Sishaj P. Simon. 290-297 [doi]
• Base Algorithms of Environment Maps and Efficient Occupancy Grid Mapping on Embedded GPUsJörg Fickenscher, Frank Hannig, Jürgen Teich, Mohamed Essayed Bouzouraa. 298-306 [doi]
• Intention-based Prediction for Pedestrians and Vehicles in Unstructured EnvironmentsStefan Kerscher, Norbert Balbierer, Sebastian Kraust, Andreas Hartmannsgruber, Nikolaus Müller, Bernd Ludwig. 307-314 [doi]
• Crowdsourced System to Report Traffic Violations - RoadCop: Bi-Modular SystemMaryam Jameela, Hammad Afzal, Khawar Khurshid, Asad Waqar Malik. 315-322 [doi]
• Heuristics for Improving Trip-Vehicle Fitness in On-demand Ride-Sharing SystemsSevket Gökay, Andreas Heuvels, Karl-Heinz Krempels. 323-334 [doi]
• Scale-Invarinat Kernelized Correlation Filter using Convolutional Feature for Object TrackingMingjie Liu, Cheng-Bin Jin, Bin Yang, Xuenan Cui, Hakil Kim. 335-340 [doi]
• Motion Prediction Influence on the Pedestrian Intention Estimation Near a Zebra CrossingJúlia Skovierová, Antonín Vobecký, Miroslav Uller, Radoslav Skoviera, Václav Hlavác. 341-348 [doi]
• Improving Range Prediction of Battery Electric Vehicles by Periodical Calculation of Driver Parameters based on Real Driving DataKurt Kruppok, Tobias Walter, Reiner Kriesten, Eric Sax. 349-356 [doi]
• Blind Estimation of OFDM Sampling Frequency Offset and Application to Power Line Communication in AircraftsNavish Lallbeeharry, Rose Mazari, Virginie Degardin, Martine Lienard, Christophe Trebosc. 357-362 [doi]
• Automated Driving System based on Roadway and Traffic Conditions MonitoringPavel Beresnev, Anton Tumasov, Dmitry Tyugin, Denis Zeziulin, Valery Filatov, Dmitry Porubov. 363-370 [doi]
• Pictures of You, Pictures of Me - User Acceptance of Camera-technology in Intelligent Transport SystemsTeresa Brell, Ralf Philipsen, Martina Ziefle. 371-378 [doi]
• A Security Model for Dependable Vehicle Middleware and Mobile Applications ConnectionShengzhi Zhang, Omar Makke, Oleg Gusikhin, Ayush Shah, Athanasios V. Vasilakos. 379-386 [doi]
• Decision Support Dashboard for Traffic and Environment Analysis of a Smart CityJorge Pereira, Susana Sargento, José Maria Fernandes. 387-394 [doi]
• An Information System for Bus Travelling and Performance EvaluationLeandro Ricardo, Susana Sargento, Ilídio Castro Oliveira. 395-402 [doi]
• Bus Schedule Rationalisation - An Analysis of Trip Completion TimesShankar Venkatagiri, Gaurav Kumar, Munish Kaushik. 403-410 [doi]
• Isolation Forest for Anomaly Detection in Raw Vehicle Sensor DataJulia Hofmockel, Eric Sax. 411-416 [doi]
• Vehicle Fleet Prediction for V2G System - Based on Left to Right Markov ModelOsamu Shimizu, Akihiko Kawashima, Shinkichi Inagaki, Tatsuya Suzuki. 417-422 [doi]
• On Social Interactions and the Emergence of Autonomous VehiclesCarolina Centeio Jorge, Rosaldo J. F. Rossetti. 423-430 [doi]
• When Should the Chicken Cross the Road? - Game Theory for Autonomous Vehicle - Human InteractionsCharles W. Fox, Fanta Camara, Gustav Markkula, Richard Romano, Ruth Madigan, Natasha Merat. 431-439 [doi]
• Precise Vehicle Positioning for Indoor Navigation via OpenXCYusuf Turk, Baturay Ozcan, Sezer Gören. 440-445 [doi]
• Usage Profile Rating of Suitability to E-Vehicles Utilizing a Physical Consumption ModelFlorian Hertrampf, Sebastian Apel, Steffen Späthe. 446-453 [doi]
• HACIT: A Privacy Preserving and Low Cost Solution for Dynamic Navigation and Forensics in VANETKevin Decoster, David Billard. 454-461 [doi]
• An Extended Hybrid Anomaly Detection System for Automotive Electronic Control Units Communicating via Ethernet - Efficient and Effective Analysis using a Specification- and Machine Learning-based ApproachDaniel Grimm, Marc Weber, Eric Sax. 462-473 [doi]
• Shifting Speed and Belt Behavior of Model CVT (Continuously Variable Transmission) with Push and Pull Type V-belt Driven on Semi-Transparent Pulleys - Influence of Stiffness of V-belt in Clamping DirectionShinnosuke Nomura, Kazuya Okubo, Toru Fujii. 474-480 [doi]
• Stability Analysis for Adaptive Behavior - (Position Paper)Emil Vassev, Mike Hinchey. 481-487 [doi]
• AUTOCITS Pilot in Lisbon - Perspectives, Challenges and ApproachesCristiano Premebida, Pedro Serra, Alireza Asvadi, Alberto Valejo, Ricardo Fonseca, Rui Costa, Lara Moura, Conceição Magalhães. 488-494 [doi]
• Signaling Game-based Approach to Improve Security in Vehicular NetworksAbdelfettah Mabrouk, Abdellatif Kobbane, Mohammed El Koutbi. 495-500 [doi]
• Development of a Comprehensive Walking Path System in Hong KongLilian S. C. Pun-Cheng. 501-506 [doi]
• Autonomous Vehicle Architecture Inspired by the Neurocognition of Human DrivingMauro Da Lio, Alice Plebe, Daniele Bortoluzzi, Gastone Pietro Rosati Papini, Riccardo Donà. 507-513 [doi]
• Creation of Transport Network Thematic Layer in GIS via Remotely Sensed DataTatyana Mikheeva, Alexander Fedoseev. 514-521
• Don't Talk to Strangers - On the Challenges of Intelligent Vehicle AuthenticationAlishah Chator, Matthew Green. 522-528 [doi]
• Towards an Automated Flying Drones PlatformBruno Areias, Nuno Humberto, Lucas Guardalben, José Maria Fernandes, Susana Sargento. 529-536 [doi]
• Automatic Fault Detection using Cause and Effect Rules for In-vehicle NetworksAlexander Kordes, Sebastian Wurm, Hawzhin Hozhabrpour, Roland Wismüller. 537-544 [doi]
• Analysis of the GNSS Error Distribution for the Generation of a Cooperative Environment Model for Advanced Driver Assistance SystemsFlorian Alexander Schiegg, Tobias Frye, Florian Wildschütte. 545-551 [doi]
• Fault Tolerance in the Traffic Management System of a Last-mile Transportation ServiceKoji Hasebe, Shohei Sasaki, Kazuhiko Kato. 552-557 [doi]
• Flexible Multicriterial Agenda Planning in Public Transit Systems - An Intelligent Agent for Mobility-oriented Agenda PlanningFelix Schwinger, Fabian Ohler, Karl-Heinz Krempels. 558-567 [doi]
• Intelligent Containers Network ConceptSergej Jakovlev, Audrius Senulis, Mindaugas Kurmis, Darius Drungilas, Zydrunas Lukosius. 568-574 [doi]
• Structuring of Methods to Estimate Benefits of Partial NetworkingAlexandr Vasenev. 575-581 [doi]
• Introducing Cellular Network Layer into SUMO for Simulating Vehicular Mobile Devices' Interactions in Urban EnvironmentSiim-Toomas Marran, Artjom Lind, Amnir Hadachi. 582-589 [doi]
• Development of the Web Platform for Management of Smart Charging Stations for Electric VehiclesVitalijs Komasilovs, Aleksejs Zacepins, Armands Kviesis, Corneliu Marinescu, Ioan Serban. 595-599 [doi]
• Smart Parking Tools Suitability for Open Parking Lots: A ReviewVijay Paidi, Hasan Fleyeh, Johan Håkansson, Roger G. Nyberg. 600-609 [doi]
• Enhancing with EV Charging Station Functions a Residential RES based NetworkCorneliu Marinescu, Luminita Barote, Daniel Munteanu, Vitalijs Komasilovs, Aleksejs Zacepins, Armands Kviesis. 610-616 [doi]
• Evaluating the Predictability of Future Energy Consumption - Application of Statistical Classification Models to Data from EV Charging PointsPietro Faes Belgrado, Lubos Buzna, Federica Foiadelli, Michela Longo. 617-625 [doi]
• Dynamic Cloud-based Vehicle Apps - Information Logistics in Disaster ResponseOleg Gusikhin, Ayush Shah, Omar Makke, Alexander V. Smirnov, Nikolay Shilov. 626-635 [doi]
• Dynamic Beaconing using Probability Density Functions in Cooperative Vehicular NetworksSandy Bolufé, Cesar A. Azurdia-Meza, Sandra Céspedes, Samuel Montejo Sanchez, Richard Demo Souza, Evelio M. G. Fernández, Claudio Estevez. 636-642 [doi]
• Bus Arrival Time Prediction with Limited Data Set using Regression ModelsArmands Kviesis, Aleksejs Zacepins, Vitalijs Komasilovs, Marcela Munizaga. 643-647 [doi]
• Towards Intelligent Tuning of Frequency and Transmission Power Adjustment in Beacon-based Ad-Hoc NetworksJavier Rubio-Loyola, Hiram Galeana-Zapién, Francisco Aguirre-Gracia, Christian Aguilar-Fuster, Sandy Bolufé, Cesar A. Azurdia-Meza, Samuel Montejo Sanchez. 648-656 [doi]
• Traffic Monitoring System Development in Jelgava City, LatviaVitalijs Komasilovs, Aleksejs Zacepins, Armands Kviesis, Eliecer Peña, Felipe Tejada-Estay, Claudio Estevez. 659-665 [doi]
• Implementation of Smart Parking Solution by Image AnalysisAleksejs Zacepins, Vitalijs Komasilovs, Armands Kviesis. 666-669 [doi]