Üliõpilased

Deep Learning Architectures for Autonomous Perception: From Sensor Auto-Calibration to Efficient Multi-Object Tracking

Juhendajad: Amnir Hadachi

From Data Silos to Integrated Assurance: A Synthetic Data Approach to the Three Lines Model for Governance, Risk, and Compliance

Juhendajad: Eduardo Ribas Brito, Mahmoud Kamel Akila Soliman Shoush

Evaluating Visual-Language Models for Turn Signal Labeling in Autonomous Driving

Juhendajad: Amnir Hadachi, Helena Sokk, Tambet Matiisen

Short-Term Harbor Water Flow Forecasting Using Meteorological and In-situ Measurements

Juhendajad: Victor Henrique Cabral Pinheiro, Laura Piho

Sensor-Based Calibration and Validation of Urban Traffic Simulation Using Proxy OD Demand: A Case Study of Tartu

Juhendajad: Amnir Hadachi, Olja Fomina, Nuno Marques Da Costa

Air Handling Unit Fan Power Prediction

Juhendajad: Victor Henrique Cabral Pinheiro, Saleh Ragheb Saleh Alsaleh, Lauri Loo

Machine Learning-Based CO2 Emissions Estimation for Multimodal Logistics Chains

Juhendajad: Amnir Hadachi, Rasmus Karja

Machine Learning-Based CO2 Emissions Estimation for Multimodal Logistics Chains

Juhendajad: Amnir Hadachi, Rasmus Karja

Data-Driven Identification of ODD-Compatible Corridors for Shared Autonomous Shuttle Deployment: A Case Study of Gotland, Sweden

Juhendajad: Amnir Hadachi

A Multimodal Approach for Refining Mapping and Localization by Integrating Generative AI and Pedestrian-Centric Data

Juhendajad: Amnir Hadachi

Built Environment's Influence on the Subjective Experiences and Satisfaction of Urban Cycling

Juhendajad: Helen Tera, Soora Rasouli, James Thoem, Saadet Deveci Dilekci

Crowdsourced Perception of Neighbourhood Safety: A Case Study Using Airbnb Reviews

Juhendajad: Victor Henrique Cabral Pinheiro, Amnir Hadachi, Katarzyna Malgorzata Sowinska

Towards Integration of Mobile Network Data into Analyzing Human Mobility

Juhendajad: Amnir Hadachi, Eero Vainikko

Development and Analysis of a Crowdsourced Safety Map: User Input Study in Barcelona

Juhendajad: Amnir Hadachi, Silvia Casorran

Analysis of Bicycle Sharing Data for Decision Support to Expanding Tartu Cycling Infrastructure

Juhendajad: Mozhgan Pourmoradnasseri, Helen Tera

The influence of infrastructure to cyclist route choice in Bologna

Juhendajad: Amnir Hadachi, Rajesh Sharma, Flavio Bertini

An Approach for Generating Realistic Synthetic Transaction Data

Juhendajad: Amnir Hadachi, Alexander Jöhnemark, Jolanta Goldšteine

Short-term Traffic Forecasting Using Graph Neural Networks on Taxi Data

Juhendajad: Amnir Hadachi, Joonas Puura

Differences between population groups in time spent at home, work and other activity locations during COVID-19 in Tallinn

Juhendajad: Amnir Hadachi, Siiri Silm

Daily Real-time System for Assessing Urban Traffic Emissions Equilibrium Using IoT Data

Juhendajad: Amnir Hadachi

Data Mart for Photovoltaic Parks SCADA Systems

Juhendajad: Mozhgan Pourmoradnasseri, Taavi Sarnet

Anomaly Detection in CDR-Based Trajectories of the Mobile Cellular Network

Juhendajad: Amnir Hadachi

Differences in bike-sharing usage among varying demographic groups and its association with station-surrounding characteristics in Tartu, Estonia

Juhendajad: Amnir Hadachi, Siiri Silm

Alighting Estimation in Entry-only AFC Systems: A Case Study of Tartu City

Juhendajad: Mozhgan Pourmoradnasseri, Amnir Hadachi

Analytics and Decision Support for Public Bicycle Sharing in Tartu

Juhendajad: Mozhgan Pourmoradnasseri, Amnir Hadachi

CDR-Based Trajectory Reconstruction Using Transformers

Juhendajad: Amnir Hadachi

Detecting public transport mode in the city of Tartu using smartphone-based GPS data and machine learning methods

Juhendajad: Amnir Hadachi, Siiri Silm

Reinforcement Learning for Autonomous Navigation: A Case Study in Structured Environment

Juhendajad: Amnir Hadachi, Shan Wu

Towards Faster Masking of Dynamic Objects for Visual Simultaneous Localization and Mapping

Juhendajad: Amnir Hadachi, Artjom Lind

Exploring DeepSense Neural Network Architecture for Farming Events Detection

Juhendajad: Amnir Hadachi

Real-Time Event Detection System for Mobile Data

Juhendajad: Amnir Hadachi, Erki Saluveer

Creating a Novel Approach for Mobile Positioning Based on CDR Data

Juhendajad: Amnir Hadachi

Towards AI for Cloud Services Reliability Using Combined Metrics

Juhendajad: Artjom Lind, Chinmaya Kumar Dehury, Satish Narayana Srirama

Multimodal Route Planning Algorithm for Encouraging the Usage of Different Means of Public Transportation

Juhendajad: Amnir Hadachi

A New Approach of Video Ingestion Processing for Entertainment Systems

Juhendajad: Amnir Hadachi

Travel Time Prediction Based on Raw GPS Data

Juhendajad: Amnir Hadachi

Road Surface Recognition Based on DeepSense Neural Network using Time Series Accelerometer Data

Juhendajad: Amnir Hadachi

A Statistical Drift Detection Method

Juhendajad: Toivo Vajakas, Sherif Aly Ahmed Sakr

Emergency Vehicle Warning System for Automotives' Navigational Systems

Juhendajad: Amnir Hadachi

Modelling and Simulating Indoor Pedestrian Movement Behaviour and Displacement

Juhendajad: Amnir Hadachi

Link Travel Time Prediction Based on O-D Matrix and Neural Networks

Juhendajad: Amnir Hadachi

Accuracy Affecting Factors for Optical Handwritten Character Recognition

Juhendajad: Amnir Hadachi

Human Body Poses Recognition Using Neural Networks with Class Based Data Augmentation

Juhendajad: Amnir Hadachi, Artjom Lind

Road Detection and Recognition from Monocular Images Using Neural Networks

Juhendajad: Amnir Hadachi

Real-time Localisation and Tracking System for Navigation Based on Mobile Multi-sensor Fusion

Juhendajad: Amnir Hadachi, Artjom Lind

Sales and Demographic Data Visualization, Analysis and Forecasting

Juhendajad: Amnir Hadachi

Stop Detection and Location Accuracy Improvement in Mobile Positioning

Juhendajad: Toivo Vajakas

Vehicle Detection Based on Convolutional Neural Networks

Juhendajad: Amnir Hadachi

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

Juhendajad: Amnir Hadachi

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

Juhendajad: Amnir Hadachi

Opinion Mining and Sentiment Analysis using Bayesian and Neural Networks Approaches

Juhendajad: Amnir Hadachi, Artjom Lind

Simulating Cellular Network Behaviour in the Context of Urban Environment

Juhendajad: Amnir Hadachi, Artjom Lind

Human Mobility Mining Using Spatio-Temporal Data

Juhendajad: Amnir Hadachi

Foot Detection Method for Footwear Augmented Reality Applications

Juhendajad: Amnir Hadachi

Probabilistic Location Estimate of Passive Mobile Positioning Events

Juhendajad: Toivo Vajakas

Mobility Data Mining for Rural and Urban Map-Matching

Juhendajad: Amnir Hadachi

Placement and Movement Episodes Detection using Mobile Trajectories Data

Juhendajad: Amnir Hadachi, Elis Kõivumägi

Integrating VDE into the F2F framework

Juhendajad: Artjom Lind, Eero Vainikko