Conference Proceedings

 

Ritesh Ajoodha and Benjamin Rosman. Tracking Influence between Naïve Bayes Models using Score-Based Structure Learning. The Pattern Recognition Association of South Africa (PRASA). IEEE accredited. December, 2018

Ritesh Ajoodha, Richard Klein, Benjamin and Rosman. Single-labelled music genre classification using content-based features. The Pattern Recognition Association of South Africa (PRASA). IEEE accredited. November, 2015

Workshop Papers

Ritesh Ajoodha and Benjamin Rosman. Advancing Intelligent Systems by Learning the Influence Structure between Partially Observed Stochastic Processes using IoT Sensor Data. Accepted in AAAI SmartIoT: AI Enhanced IoT Data Processing for Intelligent Applications, New Orleans Riverside, New Orleans, Lousiana, USA., May 2018.

Chapters

Ritesh Ajoodha, Richard Klein, Maria Jakovljevic. Using statistical models and evolutionary algorithms in algorithmic music composition. IGI Global, Encyclopedia of Information Science and Technology, Third Edition, 2015.

Posters

Ritesh Ajoodha and Benjamin Rosman. Learning the Influence Structure between Partially Observed Stochastic Processes using IoT Sensor Data. AAAI, New Orleans, 2018.

Ritesh Ajoodha and Benjamin Rosman. Structure Discovery for Delayed Influence Networks. Bayesian Inference Summer School, Stellenbosch, 2018.

Ritesh Ajoodha and Benjamin Rosman. Computationally Tracking Direct Influence between Dynamic Topic Models. The Deep Learning Indaba. The University of the Witwatersrand, 2017.

Journals

Ritesh Ajoodha and Benjamin Rosman. Structure Discovery of Direct Influence between Processes Represented by Hidden Markov Models. Manuscript to be submitted. November, 2017.

Books

Ritesh Ajoodha. Computationally Tracking Influence Between Stochastic Processes Using Score-based Structure Learning. Ph.D. Thesis. Supervised by Dr. Benjamin Rosman.

Ritesh Ajoodha. Automatic Music Genre Classification. Masters Dissertation, 2014. Supervised by Dr. Benjamin Rosman.

Ritesh Ajoodha. Context-free Grammars, Gaussian Distributions and Evolutionary Algorithms in Algorithmic Music Composition. Honours Research Report, 2013. Supervised by Dr. Benjamin Rosman and Dr. Richard Klein.

Unpublished Manuscripts (No Download Available)