Inna Kolyshkina

According to our database, Inna Kolyshkina authored at least 8 papers between 2002 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Interpretability of Machine Learning Solutions in Public Healthcare: The CRISP-ML Approach.

Inna Kolyshkina, Simeon Simoff

Frontiers Big Data, 2021

The CRISP-ML Approach to Handling Causality and Interpretability Issues in Machine Learning.

Inna Kolyshkina, Simeon Simoff

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2019

Comprehensibility for Decision Intelligence Engineering.

Inna Kolyshkina, Simeon Simoff

Proceedings of the Advances in Data Mining, 2019

Interpretability of Machine Learning Solutions in Industrial Decision Engineering.

Inna Kolyshkina, Simeon Simoff

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

2013

Improving Every Child's Chance in Life.

Inna Kolyshkina, Marcus Brownlow, Jarrad Taylor

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2007

Customer Analytics Projects: Addressing Existing Problems with a Process that Leads to Success.

Inna Kolyshkina, Simeon J. Simoff

Proceedings of the Data Mining and Analytics 2007, 2007

2006

Text Mining for Insurance Claim Cost Prediction.

Inna Kolyshkina, Marcel van Rooyen

Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

2002

Case Study: Modeling Risk in Health Insurance - A Data Mining Approach.

Inna Kolyshkina, Richard Brookes

Proceedings of the 15th Australian Joint Conference on Artificial Intelligence 2002, 2002