Margarita Matson Email & Phone Number

TEACHINGITS8080 Energy Data Science

SMART CITY CENTER OF EXCELLENCE. The project aims to create a Smart City Center of Excellence that focuses on mobility, energy, built environment, data, and governance. Research-based solutions will be piloted in open environments beyond the center's borders to contribute to quality development in TalTech, cities, and Estonia, matching world-leading smart city centers in research and innovation performance.INTELLIGENT CONTROL SYSTEMS FOR INDUSTRY 4.0. The project aims to develop a software framework for control engineers and researchers to design efficient control systems for rapidly changing environments. The framework will use data-driven control algorithms to simplify implementation of advanced control techniques, increase efficiency, and enable industrial control systems to learn from constantly growing data sets.SUPERVISING:Bachelor thesesMaster theses

APPLIED RESEARCH FOR CREATING A COST-EFFECTIVE INTERCHANGEABLE 3D SPATIAL DATA INFRASTRUCTURE WITH SURVEY-GRADE ACCURACY. The focus of this research is to improve the management of spatial data by creating a more advanced 3D spatial base data layer and integrating it with existing spatial databases. The research covers the entire spatial data management process, from data generation to infrastructure platform. An important aspect is the use of AI-based automated information detection to reduce costs and increase efficiency, ultimately reducing the time required for data generation.TENDER FOR E-COMMERCE EU VAT AND DUTY DECLARATION (AS FROM 2021) DIGITALIZATION APPLIED RESEARCH This is an applied research project aimed at developing a new digital service technology that can efficiently and automatically handle the VAT and duty declaration process in the context of the new EU VAT and customs regulations coming into force in 2021. The main goal is to improve tax compliance and simplify procedures for companies involved in cross-border e-commerce. The study highlights various challenges that require innovative solutions, as the project aims to create a basis for a fully automated tax declaration process.ALEXELA ENERGY AS APPLIED RESEARCH FOR DEVELOPMENT OF ELECTRICITY CONSUMPTION PREDICTION MODEL The aim of the research project is to develop a model for accurate energy consumption estimation and prediction using methods based on artificial intelligence and machine learning. The outcome of the project is a methodology that can be integrated into the energy company business planning software.BASE CASE STUDY OF RMK [HTTP://RMK.EE/] LOGISTIC CHAIN.TEACHING:ICY0006 Probability Theory and StatisticsICY0001 Logic and Discrete Mathematics (lectures + practicum)ITT0030 Discrete Mathematics II (teaching assistant)SUPERVISING:Bachelor thesesMaster theses

TEACHING:ITT0030 Discrete Mathematics II (teaching assistant)

COURSE ITT0030 DISCRETE MATHEMATICS II (teaching assistant)Combinatorics, combinatorial probability, number theory, graph theory, modular arithmetics .COURSE ITT0010 THEORETICAL COMPUTER SCIENCE (teaching assistant)Regular and context-free structures, abstract automata, semantics, recursion, algorithmic complexity.

ESTONIAN TAX and CUSTOMS BOARD Several enhancement projects, maintenance.

MODEL-BASED JAVA SOFTWARE DEVELOPMENT TECHNOLOGYThe MBJSDT project is intended for application of new ideas in Java software development – a model-based software technology that is based on automatic code construction by means of new logical and planning methods. Proof-of-concept of these ideas exists in the form of a visual programming environment CoCoViLa (http://cocovila.github.io/).• CoCoViLa system improvements • Modeling and simulation of HVAC systems • Documentation + CoCoViLa project page • MBJSDT project web-page development and maintenanceBOLEFLOOR PROJECTBolefloor (http://www.bolefloor.com/) is the world’s first manufactured naturally curved hardwood flooring that follow a tree’s natural growth.• Developing algorithm for computing geometries of curved plank • Research on computational aesthetics, developing rules for optimizer

ALGEBRAIC AUTOMATA THEORY• Seminar series based on book "Algebraic automata theory" by W.M. Holcombe.• Identification of Finite State Machines: methodology based on genetic algorithms for inferring Finite State Machines. Research and development of proof-of-concept software

Doctor Of Philosophy - Phd, Information Technology, 4.862

PhD thesis: "Discrete Gravitational Swarm Optimization Algorithm for System Identification". We developed a method for identifying Finite.

Master Of Science - Ms, Informatics, 4.95

Master thesis: "Genetic Inference of Finite State Machines" This thesis proposes a methodology based on genetic algorithms for inferring.

Bachelor Of Science - Bs, Informatics, 4.56

Bachelor thesis: "Image Compression Using Weighted Finite State Machines" The thesis describes methods of image compression such.