プロフィール詳細

プロジェクトを作成

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Dr. Rinki S.に依頼

India

Associate Professor | PhD in Mathematics | Researcher in Fuzzy Systems, Machine Learning & Medical Imaging

プロフィール概要

Dr. Rinki Solanki is an Assistant Professor of Applied Mathematics and Data Analytics, with a Ph.D. in Mathematics from South Asian University, New Delhi. Her research expertise lies at the intersection of applied mathematics, fuzzy systems, machine learning, and data-driven decision-making. She has published in high-impact journals such as IEEE Transactions on Fuzzy Systems, IEEE Access, and Multimedia Tools and Applications, where she developed novel clustering algorithms, probabilistic intuitionistic fuzzy decision-making frameworks, and adaptive similarity measures with applications in brain MRI segmentation, pattern recognition, and supplier selection. In addition to her academic career, Dr. Solanki brings over 2.5 years of industry experience as a Research Analyst at Times Internet, where she applied machine learning, Python, SQL, and advanced analytics to generate business insights, build dashboards, and support data-driven strategic decisions. This dual background in academia and industry enables her to bridge theoretical innovation with practical applications. Dr. Solanki is committed to advancing data science education and interdisciplinary research. Her career objective is to contribute to cutting-edge research that combines mathematical rigor, computational intelligence, and real-world impact, particularly in areas addressing climate change, sustainability, and advanced analytics.

専門分野

• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Pattern Recognition
• ☆ Applied Mathematics
• ☆ Pure Mathematics
• ☆ Mathematical Logic
• ☆ Publishing

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research User Research, Meta-Research, Feasibility Study, Technology Scouting, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Data Visualization, Data Mining, Data Insights

職務経験

AssociateProfessor

Guru tegh bahadur 4th centanry engineering college

8月 2024 - 現在

Consultant

Times internet limited

8月 2021 - 11月 2023

学歴

Doctor of philosphy

South Asian University

7月 2013 - 11月 2019

M.Sc (Master of Science)

University of Delhi

7月 2010 - 6月 2012

bachelor of science

University of Delhi

7月 2007 - 6月 2010

認定資格

• SQL for Data Science

  coursera

  https://www.coursera.org/account/accomplishments/verify/US4F8AWEB8RJ

  7月 2019 - 現在

• Introduction to Data Science in Python

  coursera

  https://www.coursera.org/account/accomplishments/verify/KUR79QA6FTD3

  6月 2019 - 現在

• Machine Learning Foundations: A Case Study Approach

  coursera

  https://www.coursera.org/account/accomplishments/verify/YQBQMZEK9FHP

  3月 2019 - 現在

• Programming for Everybody (Getting Started with Python)

  coursera

  https://www.coursera.org/account/accomplishments/verify/RCPMQMTBRPNK

  3月 2019 - 現在

• Machine Learning

  coursera

  https://www.coursera.org/account/accomplishments/verify/TTMPB4BQLTHQ

  2月 2019 - 現在

出版物

JOURNAL ARTICLE

Rinki Solanki, Dhirendra Kumar (2023). Probabilistic intuitionistic fuzzy c-means algorithm with spatial constraint for human brain MRI segmentation . Multimedia Tools and Applications.

Rinki Solanki, Q. M. Danish Lohani, Pranab K. Muhuri (2021). Probabilistic Intuitionistic Fuzzy Decision Making Algorithms . IEEE Access.

Rinki Solanki, Q. M. Danish Lohani, Pranab K. Muhuri (2018). Novel Adaptive Clustering Algorithms Based on a Probabilistic Similarity Measure Over Atanassov Intuitionistic Fuzzy Set . IEEE Transactions on Fuzzy Systems.

Rinki Solanki, Q.M. Danish Lohani, Pranab K. Muhuri (2018). A convergence theorem and an experimental study of intuitionistic fuzzy c-mean algorithm over machine learning dataset . Applied Soft Computing.

CONFERENCE PAPER

Rinki Solanki, MD.Mustafizur Rahman, Meenakshi Kaushal, Q.M.D. Lohani, Pranab K. Muhuri (2018). A novel distance measure over intuitionistic fuzzy sets with its applications in Pattern Recognition . 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Rinki Solanki, Meenakshi Kaushal, Q.M. Danish Lohani, Pranab K. Muhuri (2018). A Novel Intuitionistic Fuzzy Set Generator with Application to Clustering . 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Rinki Solanki, Gabriel Gulati, Ashutosh Tiwari, Q.M. Danish Lohani (2016). A correlation based Intuitionistic fuzzy TOPSIS method on supplier selection problem . 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Rinki Solanki, Q.M. Danish Lohani, Pranab K. Muhuri (2015). A novel clustering algorithm based on a new similarity measure over Intuitionistic fuzzy sets . 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).