Hello, I'm Marta Reznakova. Welcome to my page.

"Say what you know, do what you must, come what may."

- Sofia Vasilyevna Kovalevskaya

About me

 

I am rather curious, adventurous and smiley person. I like to explore and experience new things, places, events, tastes, smells, people, everything. I also like things to be neat and in order, which is a reason why I tend to dig through and find out how things work. And so I do Machine Learning. Perhaps I like to be the puppeteer and perhaps it is because I like to find the system, the pattern in behaviors. In my opinion, once you find the pattern, you can wrap it in some model or formula. And this search is very much rewarding. Nevertheless, some things I prefer chaotic, like nature. I like to go hiking, swimming outdoors, horseback riding, ... I really love fruits, my favorite icecream is vanilla and pistachio, and I do not like coffee (just in case ..).

Portfolio

 

SO-ARTIST. Self-Organized evolving fuzzy classifier

On-line learning, Machine learning, Neuro-fuzzy modeling

ARTIST. Evolving fuzzy classifier

On-line learning, Machine learning, Neuro-fuzzy modeling

Generation of artificial handwritten data for on-line learning

On-line learning, handwritten strokes recognition, Neuro-fuzzy modeling

Lukas with a flower

Pencil drawing

Buchty

Whole grain, cottage chese & raisins filling, oven-made

Vessel tree filtering

Master thesis, C++

Some of my school projects

Lagrange and Bezier curves, Snowing, Battleship game, 3D models, OpenGL, C++, Delphi, ...

Publications

 

2015

  • SO-ARTIST: Self-Organized ART-2A inspired clustering for online Takagi-Sugeno fuzzy models. Režnáková M, Tencer L, Cheriet M. Journal of Applied Soft Computing, Elsevier, 2015
  • The generation of synthetic handwritten data for improving on-line learning. Režnáková M, Tencer L, Plamondon R, Cheriet M. IGS 2015, 2015
  • An Incremental Approach towards Online Sketch Recognition. Tencer L, Režnáková M, Cheriet M. IGS 2015, 2015
  • Universum Learning for Semi-Supervised Signature Recognition from Spatio-Temporal Data. Tencer L, Režnáková M, Cheriet M. IGS 2015, 2015
  • Evaluation of Techniques for Signature Classification from Accelerometer and Gyroscope data. Tencer L, Režnáková M, Cheriet M. ICDAR 2015, 2015

2014

  • TITS-FM: Transductive incremental Takagi-Sugeno fuzzy models. Tencer L, Režnáková M, Cheriet M. Journal of Applied Soft Computing, Elsevier, 2014

2013

  • ARTIST: ART-2A Driven Generation of Fuzzy Rules for Online Handwritten Gesture Recognition. Režnáková M, Tencer L, Cheriet M. ICDAR 2013, 2013
  • Sketch-Based Retrieval of Document Illustrations and Regions of Interest. Tencer L, Režnáková M, Cheriet M. ICDAR 2013, 2013

2012

  • Online handwritten gesture recognition based on Takagi-Sugeno fuzzy models. Režnáková M, Tencer L, Cheriet M. ISSPA 2012, 2012
  • A new framework for online sketch-based image retrieval in web environment. Tencer L, Režnáková M, Cheriet M. ISSPA 2012, 2012