Betreute Abschlussarbeiten

• Analyse der Korrelation zwischen dem Alter und dem Eingabeverhalten von Nutzern (Bachelor, 2015)
• Smartphone-Sensoren basierte Straßenerkennung mittels maschinellem Lernen (Bachelor, 2016)
• Passive Identifikation von Nutzern durch die Verwendung von WiFi und Smartphones (Bachelor, 2018)
• Infrarot-basiertes Beacon-Protokoll für „Augumented Reality“-Anwendungen (Master, 2021)

Ehrungen

• EAI Distinguished Member 2021 (Link)
• Best PhD-Paper Award PerCom 2020

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Vorträge

• Aktuelle Forschung in der Abteilung INKO (UDE), SoSe 2022
• Towards Enhancing Bike Navigation Safety and Experience Using Sensor Enabled Devices, Annual IEEE International Conference on Pervasive Computing and Communications, Online Streaming, 2020
• Towards Bike Type and E-Scooter Classification With Smartphone Sensors, EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Online Streaming, 2020

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Projekte

• AXA Deutschland DigiMapp
• BMBF Projekt: Humanzentrierte KI in der chemischen Industrie
• BMBF Projekt: KI-LiveS
• CrypTool 2
• EIN Quantum NRW

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Publikationen (19)

2024 (1)

• Zdankin, Peter and Matkovic, Viktor and Schiele, Gregor and Weis, Torben
  Towards Predicting the Perceived Brightness in a Smart Home Through Symbolic Regression
  In: 22nd IEEE International Conference on Pervasive Computing and Communications WiP (PerCom 2024)
  DOI: TBD

2023 (2)

• Becks, Eileen and Josten, Malte and Matkovic, Viktor and Weis, Torben
  Revising Poor Man's Eye Tracker For Crowd-Sourced Studies
  In: 21st IEEE International Conference on Pervasive Computing and Communications (PerCom 2023)
  DOI: 10.1109/PerComWorkshops56833.2023.10150386
• Becks, Eileen and Josten, Malte and Matkovic, Viktor and Weis, Torben
  Artifact: Revising Poor Man's Eye Tracker For Crowd-Sourced Studies
  In: 21st IEEE International Conference on Pervasive Computing and Communications (PerCom 2023)
  DOI: 10.1109/PerComWorkshops56833.2023.10150307

2022 (2)

• Schaffeld, Matthias and Bernemann, Rebecca and Weis, Torben and König, Barbara and Matkovic, Viktor
  Lifecycle-Based View on Cyber-Physical System Models Using Extended Hidden Markov Models
  In: Proceedings of the 2022 20th ACM-IEEE International Conference on Formal Methods and Models for System Design (MEMOCODE)
  DOI: 10.1109/MEMOCODE57689.2022.9954592
• Matkovic, Viktor
  AI-Based Cycling Analysis: Bike Type Detection and Predictive Maintenance
  In: DuEPublico 2 Duisburg-Essen Publications online
  DOI: 10.17185/duepublico/75838

2021 (2)

• Carl, Oskar and Zdankin, Peter and Schaffeld, Matthias and Matkovic, Viktor and Yu, Yang and Elbers, Timo and Weis, Torben
  Persistent Streams: The Internet With Ephemeral Storage
  In: Tagungsband des FG-BS Herbsttreffens 2021
  DOI: 10.18420/fgbs2021h-01
• Matkovic, Viktor and Waltereit, Marian and Weis, Torben
  Towards Predictive Safety Maintenance for IoT Equipped Bikes
  In: PerCom Work in Progress on Pervasive Computing and Communications 2021 (PerCom WiP 2021)
  DOI: 10.1109/percomworkshops51409.2021.9430996

2020 (8)

• Yu, Yang and Waltereit, Marian and Matkovic, Viktor and Hou, Weiyan and Weis, Torben
  Deep Learning-based Vibration Signal Personnel Positioning System
  In: IEEE Access
  DOI: 10.1109/ACCESS.2020.3044497
• Matkovic, Viktor and Scheuerman, Jaelle and Steeds, Madeleine and Turner, Sarah
  Attending Doctoral Events—Experiences and Lessons
  In: IEEE Pervasive Computing
  DOI: 10.1109/MPRV.2020.3021300
• Matkovic, Viktor and Waltereit, Marian and Zdankin, Peter and Weis, Torben
  Towards Bike Type and E-Scooter Classification With Smartphone Sensors
  In: 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, ACM
• Waltereit, Marian and Uphoff, Maximilian and Zdankin, Peter and Matkovic, Viktor and Weis, Torben
  A Digital Forensic Approach for Optimizing the Investigation of Hit-And-Run Accidents
  In: 11th EAI International Conference on Digital Forensics & Cyber Crime
  DOI: 10.1007/978-3-030-68734-2_11
• Zdankin, Peter and Carl, Oskar and Waltereit, Marian and Matkovic, Viktor and Weis, Torben
  Requirements and Mechanisms for Smart Home Updates
  In: SENSYBLE 2020, 2nd workshop on Smart Systems for Better Living Environments
  DOI: 10.18420/inf2020_91
• Waltereit, Marian and Zdankin, Peter and Matkovic, Viktor and Uphoff, Maximilian and Weis, Torben
  Online Driving Behavior Scoring using Wheel Speeds
  In: Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,
  DOI: 10.5220/0009215604170424
• Matkovic, Viktor and Weis, Torben
  Towards Enhancing Bike Navigation Safety and Experience Using Sensor Enabled Devices (Ph.D. Forum)
  In: PerCom PhD Forum 2020: 18th Annual IEEE International Conference on Pervasive Computing and Communications PhD Forum (PerCom PhD Forum 2020)
  DOI: 10.1109/PerComWorkshops48775.2020.9156183
• Zdankin, Peter and Waltereit, Marian and Matkovic, Viktor and Weis, Torben
  Towards Longevity of Smart Home Systems
  In: PerIoT 2020: 4th International Workshop on Mobile and Pervasive Internet of Things (PerIoT 2020)
  DOI: 10.1109/PerComWorkshops48775.2020.9156165

2019 (1)

• Matkovic, Viktor and Waltereit, Marian and Zdankin, Peter and Uphoff, Maximilian and Weis, Torben
  Bike type identification using smartphone sensors
  In: Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers
  DOI: 10.1145/3341162.3343763

2018 (1)

• M. Wander and V. Matkovic and Torben Weis and Michael Bischof and Lorenz Schwittmann
  Towards Comprehensible Explanations of Phenomena in Home Automation Systems
  In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
  DOI: 10.1109/PERCOMW.2018.8480147

2017 (1)

• Lorenz Schwittmann and Christopher Boelmann and V. Matkovic and M. Wander and Torben Weis
  Identifying TV Channels & On-Demand Videos using Ambient Light Sensors
  In: Pervasive Mob. Comput.
  DOI: 10.1016/j.pmcj.2016.08.018

2016 (1)

• Lorenz Schwittmann and V. Matkovic and M. Wander and Torben Weis
  Video recognition using ambient light sensors
  In: 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom)
  DOI: 10.1109/PERCOM.2016.7456511

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Lehre

WiSe 19/20

• Cloud, Web & Mobile
• Smarte Lernraumsuche über IoT

WiSe 18/19

• Cloud, Web & Mobile
• Praxisprojekt: Online-Portal zur zentralen Zuteilung von Praxisprojekten

WiSe 16/17

• Cloud, Web & Mobile

WiSe 15/16

• Cloud, Web & Mobile

WiSe 14/15

• Praxisprojekt: Entwicklung einer Programmiersprache für Textadventure Spiele