Browsing by Author "beae3fae-48ef-4f0d-99e5-6114e21b5260"

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Analytics of Heterogeneous Breast Cancer Data Using Neuroevolution

Abdikenov, Beibit; Iklassov, Zangir; Sharipov, Askhat; Hussain, Shahid; Jamwal, Prashant K. (Institute of Electrical and Electronics Engineers, 2019-02-01)

Breast cancer prognostic modeling is difficult since it is governed by many diverse factors. Given the low median survival and large scale breast cancer data, which comes from high throughput technology, the accurate and ...
Evolutionary optimization using equitable fuzzy sorting genetic algorithm (EFSGA)

Jamwal, Prashant K.; Abdikenov, Beibit; Hussain, Shahid (Institute of Electrical and Electronics Engineers, 2019-01)

This paper presents a fuzzy dominance-based analytical sorting method as an advancement to the existing multi-objective evolutionary algorithms (MOEA). Evolutionary algorithms (EAs), on account of their sorting schemes, ...
PERFORMANCE OPTIMIZATION OF NEUROEVOLUTION FOR IMPROVED PROGNOSIS OF THE BREAST CANCER

Abdikenov, Beibit (Nazarbayev University School of Engineering and Digital Sciences, 2020)

Cancer is the second largest cause of mortality, responsible for one in every six deaths globally. Cancer has a significant socio-economic impact and its global cost is estimated to be close to $150 billion. Breast cancer ...