Mitra Baratchi

Orcid: 0000-0002-1279-9310

According to our database1, Mitra Baratchi authored at least 43 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Automated machine learning: past, present and future.
Artif. Intell. Rev., May, 2024

AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images.
Remote. Sens., February, 2024

T-DANTE: Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information.
Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023
A novel metric to measure spatio-temporal proximity: a case study analyzing children's social network in schoolyards.
Appl. Netw. Sci., December, 2023

Adaptive error bounded piecewise linear approximation for time-series representation.
Eng. Appl. Artif. Intell., November, 2023

Unsupervised discretization by two-dimensional MDL-based histogram.
Mach. Learn., July, 2023

Automated classification of pre-defined movement patterns: A comparison between GNSS and UWB technology.
CoRR, 2023

A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data.
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

2022
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation.
ACM Trans. Inf. Syst., 2022

VPint: value propagation-based spatial interpolation.
Data Min. Knowl. Discov., 2022

Automated Machine Learning for COVID-19 Forecasting.
IEEE Access, 2022

2021
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data.
Remote. Sens., 2021

MultiETSC: automated machine learning for early time series classification.
Data Min. Knowl. Discov., 2021

Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines.
Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020
Metaheuristic macro scale traffic flow optimisation from urban movement data.
CoRR, 2020

Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation.
Proceedings of the Advances in Information Retrieval, 2020

An Intelligent Tree Planning Approach Using Location-Based Social Networks Data.
Proceedings of the Artificial Intelligence and Machine Learning - 32nd Benelux Conference, 2020

2019
Design & analysis of a distributed routing algorithm towards Internet-wide geocast.
Comput. Commun., 2019

Automated Machine Learning for Short-term Electric Load Forecasting.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Category-Aware Location Embedding for Point-of-Interest Recommendation.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

LGLMF: Local Geographical Based Logistic Matrix Factorization Model for POI Recommendation.
Proceedings of the Information Retrieval Technology, 2019

2018
Identifying Stops and Moves in WiFi Tracking Data.
Sensors, 2018

A Distributed Routing Algorithm for Internet-wide Geocast.
CoRR, 2018

Identifying Movements in Noisy Crowd Analytics Data.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

2017
Spaceprint: a Mobility-based Fingerprinting Scheme for Public Spaces.
CoRR, 2017

Evaluation of Geocast Routing Trees on Random and Actual Networks.
Proceedings of the Wired/Wireless Internet Communications, 2017

Inferring the Social-Connectedness of Locations from Mobility Data.
Proceedings of the Social Informatics, 2017

Reliable vehicular broadcast using 5G device-to-device communication.
Proceedings of the 10th IFIP Wireless and Mobile Networking Conference, 2017

2016
An Efficient Geographical Addressing Scheme for the Internet.
Proceedings of the Wired/Wireless Internet Communications, 2016

A multi-channel multiple access scheme using frequency offsets - Modelling and analysis.
Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016

Traffic-adaptive duty cycle adaptation in TR-MAC protocol for wireless sensor networks.
Proceedings of the 2016 Wireless Days, 2016

Towards reliable multi-hop broadcast in VANETs: An analytical approach.
Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016

Towards decisive garments for heat stress risk detection.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015
Latitude, longitude, and beyond: mining mobile objects' behavior.
PhD thesis, 2015

2014
A hierarchical hidden semi-Markov model for modeling mobility data.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013
Sensing Solutions for Collecting Spatio-Temporal Data for Wildlife Monitoring Applications: A Review.
Sensors, 2013

Recognition of Periodic Behavioral Patterns from Streaming Mobility Data.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Finding frequently visited paths: Dealing with the uncertainty of spatio-temporal mobility data.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Evaluation of incentives for body area network-based healthcare systems.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

On the use of mobility data for discovery and description of social ties.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013


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