AMNIR HADACHI

Research

Interest

My primary research interests are related to: 

1. Intelligent Transporation Systems
2. Internet of Vehicles (IoV)
3. Location Based Services
   
4. Data Mining
5. Big Data Analytics
6. Tracking and Localization
7. Real Time Systems

Current Research

The research topics conducted are related to: 

1. Mobility Prediction and Mining
2. Localization in Mobile Network 
3. Travel Time Estimation and Prediction 
4. Semantic Profiling
5. Internet of Vehicles and Location Based Services Intergation
6. Map-Matching
7. Mining Spatio-temporal data

Theses

PhD Theses Under Supervision 

Phd Student: Artjom Lind
Topic: Friend-to-friend Computing - A Friendly Framework for Ubiquitous and Distirbuted System
Year: 2016 - ....

Phd Student: Elis Kõivumägi 
Topic: Algorithms for mobile positioning data processing
Year: 2017 - ....

Defended Master Theses

• 

  Simulating Road Traffic for Generating Cellular Network Logs in Urban Context

  By Siim-Toomas Maran
  Year: 2017

• 

  Pedestrian Detection and Tracking in Urban Context Using a Mono-camera

  By Asmar Hasanova
  Year: 2017

• 

  Opinion Mining and Sentiment Analysis using Bayesian and Neural Networks Approaches

  By Olha Shepelenko
  Year: 2017

• 

  Trajectory Reconstruction and Mobility Pattern Analysis Based on Call Detail Record Data

  By Annett Saarik
  Year: 2017

• 

  Human Mobility Mining Using Spatio-Temporal Data

  By Dmitri Timašov
  Year: 2016

• 

  Mobility Data Mining for Rural and Urban Map-Matching

  By Margus Haavala
  Year: 2016

• 

  Foot Detection Method for Footwear Augmented Reality Applications

  By  Gustav Amer
  Year: 2016

• 

  Placement and Movement Episodes Detection Using Mobile Trajectories Data

  By Mariano Hedberto Jofre
  Year: 2015

Defended Bachelor Theses

• • 

    Road Surface Quality Detection Using Accelerometer Data

    By Madis Kariler
    Year: 2017

  • 

    Urban Mobility Sensing Using CDRs

    By Anna Bilmaijer
    Year: 2017

  • 

    Errand Running App for Android With Geolocation Support

    By Joosep Tenn
    Year: 2017

  • 

    Essentials of Augmented Reality Software Development under Android Patform

    By Alan Durnev
    Year: 2017

  • 

    Platform for Trajectory Reconstruction Using Sparsely Sampled GPS Data

    By Careelika Liisi Kuik
    Year: 2016

Publications

Journals and Book Chapters:

• S. Plangi, A. Hadachi, A. Lind, A. Bensrhair, "Real-time Vehicles Tracking Based on Mobile Multi-sensor Fusion", in the IEEE Sensors Jouranl, 2018.  [ Article]
• C. Chang, A. Hadachi, S. N. Srirama, M. Min: Mobile Big Data: Foundations, State-of-the-Art, and Future Directions, Book title: Encyclopedia of Big Data Technologies, Editors: S. Sakr, A. Zomaya, Springer, 2018.  [ Article]
• Elis Koivumägi, Mati Vait, Amnir Hadachi, Georg Singer, Eero Vainikko, "Real Time Movement Labeling of Mobile Event Data", in Journal of Location Based Services (Taylor & Francis Editors), pp. 1–22, Apr. 2015.  [ Article][ Presentation]
• Amnir Hadachi, Stephane Mousset, Abdelaziz Bensrhair, “Approach To Estimate Travel Time Using Sparsely Sampled GPS Data in Urban Networks.” the IEE Electronics Letters Journal 2013. [ Article]

International Conferences and Workshops:

• Hadachi, A ,Lind, A., Lomps.J, Piksarv, P." From Mobility Analysis to Mobility Hubs Discovery: A Concept based on Using CDR Data of the Mobile Networks". 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2018. IEEE, 2018. [ Article]
• Vajakas, T., Kiis, T., Hadachi, A., Vainikko, E., ”Mobility Episode Discovery in the Mobile Networks Based on Enhanced Switching Kalman Filter”, 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2018. IEEE, 2018. [ Article]
• Siim-Toomas, Marran; Artjom, Lind; Amnir, Hadachi,“Introducing Cellular Network Layer into SUMO for Simulating Vehicular Mobile Devices' Interactions in Urban Environment”, The 4th International Conference on Vehicle Technology and Intelligent Transport Systems and Control Systems, Madeira, Portugal, March, 2018. [ Article]
• Artjom, Lind; Amnir, Hadachi; Peeter, Piksarv; Oleg Batrashev,“Spatio-Temporal Mobility Analysis for Community Detection in the Mobile Networks Using CDR Data”, The 9th International Congress on Ultra Modern Telecommunications and Control Systems, Munich, Germany, November, 2017. [ Article]
• Artjom, Lind; Amnir, Hadachi; Oleg Batrashev,“A new approach for mobile positioning using the CDR data of cellular networks”, The 5th IEEE international Conference on Models and Technologies for Intelligent Transportation Systems, Napoli, Italy, June, 2017. [ Article]
• Joonas, Lõmps; Amnir, Hadachi, “The Impact of Morphological Processing and Feature Selection on Handwriting Recognition Accuracy”, The 4th international Conference on Multimedia, Scientific Information and Visualization for Information Systems and Metrics, Sevilla, Spain, January, 2017. *Best Research*[ Article]
• Batrashev, Oleg; Hadachi, Amnir; Lind, Artjom; Vainikko, Eero, “Mobility Episode Detection from CDR’s Data using Switching Kalman Filter”, The 4th ACM SIGSPATIAL international Workshop on Mobile Geographic Information Systems, Seattle, Washington, USA, November, 2015. [ Article]
• Hadachi, Amnir; Batrashev, Oleg; Lind, Artjom; Singer, Georg; Vainikko, Eero. “Cell phone subscribers mobility prediction using enhanced Markov Chain algorithm”, in the IEEE Proceedings: Intelligent Vehicles Symposium IV14, Dearborn, Michigan, USA; June 8-11, pp: 1049 – 1054, 2014. [ Article]
• Amnir Hadachi, Stephane Mousset, Christele Lecomte and Abdelaziz Bensrhair,” Travel Time Estimation Using Cooperative Probes Vehicles”, in The 6th International Symposium on signal, Image, Video and Communications, Valenciennes, France on July 4-6, pp: 1078- 1083, 2012. [ Article][ Presentation]
• Amnir Hadachi, Stéphane Mousset, Abdelaziz Bensrhair, “Practical Testing Application of Travel Time Estimation Using Applied Monte Carlo Method and Adaptive Estimation from Probes”, in the IEEE Intelligent Vehicles Symposium IV12, Alcalá de Henares, Spain, June 3-7, 2012. [ Article]
• Amnir Hadachi, Christele Lecomte, Stephane Mousset and Abdelaziz Bensrhair,"An Application of the Sequential Monte Carlo to Increase the Accuracy of Travel Time Estimation in Urban Areas", in the 14th International IEEE Conference on Intelligent Transportation Systems, Washington, DC, USA. October 5-7, 2011. [ Article]

Copyright © 2016 AH.