Amnir Hadachi

According to our database, Amnir Hadachi authored at least 34 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A hidden Markov model method for non-stationary noise reduction: case study on Sentinel data for mowing detection.

Kaveh Khoshkhah, Kyrylo Medianovskyi, Dmitry Kolesnykov, Amnir Hadachi, Kaupo Voormansik

Signal Image Video Process., October, 2023

Application of Gaussian Mixtures in a Multimodal Kalman Filter to Estimate the State of a Nonlinearly Moving System Using Sparse Inaccurate Measurements in a Cellular Radio Network.

Artjom Lind, Shan Wu, Amnir Hadachi

Sensors, April, 2023

MOTT: A new model for multi-object tracking based on green learning paradigm.

Shan Wu, Amnir Hadachi, Chaoru Lu, Damien Vivet

AI Open, January, 2023

Transformer for multiple object tracking: Exploring locality to vision.

Shan Wu, Amnir Hadachi, Chaoru Lu, Damien Vivet

Pattern Recognit. Lett., 2023

A Random Walk Approach for Simulation-Based Continuous Dynamic Traffic Assignment.

Kaveh Khoshkhah, Mozhgan Pourmoradnasseri, Sadok Ben Yahia, Amnir Hadachi

CoRR, 2023

Exploring Machine Learning Techniques to Identify Important Factors Leading to Injury in Curve Related Crashes.

Mehdi Moeinaddini, Mozhgan Pourmoradnasseri, Amnir Hadachi, Mario Cools

CoRR, 2023

Power of the Data in the Analysis and Evaluation of Bicycle-sharing Integration in an Urban Ecosystem: a Case Study in Tartu City.

Helen Tera, Mozhgan Pourmoradnasseri, Amnir Hadachi

Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

CDR-based Trajectory Reconstruction of Mobile Network Data Using Transformers.

Oliver Bollverk, Amnir Hadachi

Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

2022

A Survey on the Advancement of Travel Time Estimation Using Mobile Phone Network Data.

Amnir Hadachi, Mozhgan Pourmoradnasseri

IEEE Trans. Intell. Transp. Syst., 2022

Real-Time System for Daily Modal Split Estimation and OD Matrices Generation Using IoT Data: A Case Study of Tartu City.

Kaveh Khoshkhah, Mozhgan Pourmoradnasseri, Amnir Hadachi, Helen Tera, Jakob Mass, Erald Keshi, Shan Wu

Sensors, 2022

A Real-Time Model for Pedestrian Flow Estimation in Urban Areas based on IoT Sensors.

Kaveh Khoshkhah, Mozhgan Pourmoradnasseri, Amnir Hadachi

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

CDR Based Trajectories: Tentative for Filtering Ping-pong Handover.

Joonas Lomps, Artjom Lind, Amnir Hadachi

CoRR, 2021

Mobile Positioning and Trajectory Reconstruction Based on Mobile Phone Network Data: A Tentative Using Particle Filter.

Salijona Dyrmishi, Amnir Hadachi

Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Towards state-full positioning of mobile subscribers through advanced cell coverage modeling technique.

Artjom Lind, Amnir Hadachi

Proceedings of the 11th International Conference on Localization and GNSS, 2021

2020

Adaptive Edge Process Migration for IoT in Heterogeneous Fog and Edge Computing Environments.

Chii Chang, Amnir Hadachi, Satish Narayana Srirama

Int. J. Mob. Comput. Multim. Commun., 2020

Evaluation of the Robustness of Visual SLAM Methods in Different Environments.

Joonas Lomps, Artjom Lind, Amnir Hadachi

CoRR, 2020

Neural Networks Model for Travel Time Prediction Based on ODTravel Time Matrix.

Ayobami E. Adewale, Amnir Hadachi

CoRR, 2020

Road Surface Recognition Based on DeepSense Neural Network using Accelerometer Data.

Shan Wu, Amnir Hadachi

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

NetCalib: A Novel Approach for LiDAR-Camera Auto-calibration Based on Deep Learning.

Shan Wu, Amnir Hadachi, Damien Vivet, Yadu Prabhakar

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Mobile Big Data: Foundations, State of the Art, and Future Directions.

Chii Chang, Amnir Hadachi, Satish Narayana Srirama, Mart Min

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Exploring a New Model for Mobile Positioning Based on CDR Data of The Cellular Networks.

Amnir Hadachi, Artjom Lind

CoRR, 2019

OD-Matrix Extraction based on Trajectory Reconstruction from Mobile Data.

Mozhgan Pourmoradnasseri, Kaveh Khoshkhah, Artjom Lind, Amnir Hadachi

Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

2018

Adaptive Edge Process Migration for IoT in Heterogeneous Cloud-Fog-Edge Computing Environment.

Chii Chang, Amnir Hadachi, Satish Narayana Srirama

CoRR, 2018

Introducing Cellular Network Layer into SUMO for Simulating Vehicular Mobile Devices' Interactions in Urban Environment.

Siim-Toomas Marran, Artjom Lind, Amnir Hadachi

Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

Mobility Episode Discovery in the Mobile Networks Based on Enhanced Switching Kalman Filter.

Toivo Vajakas, Tanel Kiis, Amnir Hadachi, Eero Vainikko

Proceedings of the 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2018

From Mobility Analysis to Mobility Hubs Discovery: A Concept Based on Using CDR Data of the Mobile Networks.

Amnir Hadachi, Artjom Lind, Joonas Lomps, Peeter Piksarv

Proceedings of the 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2018

2017

A new approach for mobile positioning using the CDR data of cellular networks.

Artjom Lind, Amnir Hadachi, Oleg Batrashev

Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

Spatio-temporal mobility analysis for community detection in the mobile networks using CDR data.

Artjom Lind, Amnir Hadachi, Peeter Piksarv, Oleg Batrashev

Proceedings of the 9th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2017

2015

Real time movement labelling of mobile event data.

Elis Kõivumägi, Mati Vait, Amnir Hadachi, Georg Singer, Eero Vainikko

J. Locat. Based Serv., 2015

Mobility episode detection from CDR's data using switching Kalman filter.

Oleg Batrashev, Amnir Hadachi, Artjom Lind, Eero Vainikko

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

2014

Cell phone subscribers mobility prediction using enhanced Markov Chain algorithm.

Amnir Hadachi, Oleg Batrashev, Artjom Lind, Georg Singer, Eero Vainikko

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

2013

Travel Time Estimation Using Sparsely Sampled Probe GPS Data in Urban Road Networks Context. (Estimation des temps de parcours fondée sur l'utilisation des données éparses de véhicules traceurs dans un contexte urbain).

Amnir Hadachi

PhD thesis, 2013

2012

Practical testing application of travel time estimation using applied Monte Carlo Method and adaptive estimation from probes.

Amnir Hadachi, Stéphane Mousset, Abdelaziz Bensrhair

Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

2011

An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas.

Amnir Hadachi, Christèle Lecomte, Stéphane Mousset, Abdelaziz Bensrhair

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011