Educational Qualification
Ph.D. in Computing Science
University: University of Alberta
Research Interest: Build novel applications of Reinforcement Learning to assist clinical decision-making.
Audited Courses: Reinforcement Learning.
Scholarships and Awards:
a) Alberta Graduate Excellence Scholarship
b) Graduate Recruitment Scholarship
CGPA: 4.00 out of 4.00.
University: University of Alberta.
Thesis Title: Learning Models for Psychiatric Diagnosis and Prognosis. [pdf]
(Nominated for Best Thesis Award at University of Alberta, Computing Science Department)
List of publications from this work are given in here.
Received Alberta Innovates Graduate Student Scholarship for excellent academic results and research works.
Completed Courses:
a) (Fall 2018) Machine Learning (Taught by Dr Martha White ). - A+
b) (Fall 2018) Probabilistic Graphical Model (Taught by Prof. Russ Greiner). - A+
c) (Winter 2019) Data Mining in Rich Data (Taken by Osmar R. Zaïane). - A
d) (Winter 2019) Machine Learning Applications to MRI and fMRI (Taken by Prof. Russ Greiner, Prof. Matthew Brown, Dr Sunil Kalmady). - A
Research Interest: Machine Learning, Deep Learning, Reinforcement Learning, and AI in Healthcare.
University: University of Alberta.
ACHIEVEMENT: Got Scholarship ($685) from Startup Edmonton Company.
Final CGPA: 3.93 out of 4.00 (93.40%).
Last 1 year GPA: 4.00 out of 4.00.
Major GPA: 4.00 out of 4.00.
Position: 2nd out of 54 students.
University: Khulna University of Engineering & Technology.
Thesis Title: FUZZY DECISION SUPPORT SYSTEM FOR THE DIAGNOSIS OF HEART DISEASE USING GA AND DMS-PSO.
Publications from Thesis:
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Animesh Kumar Paul, Pintu Chandra Shill, Md. Rafiqul Islam Rabin, Kazuyuki Murase, “Adaptive Weighted Fuzzy Rule-Based System for the Risk Level Assessment of Heart Disease”, Applied Intelligence, 2017, DOI: 10.1007/s10489-017-1037-6.
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Animesh Kumar Paul, Pintu Chanda Shill, Md. RafiquI Islam Rabin, M.A.H. Akhand, “Genetic Algorithm Based Fuzzy Decision Support System for the Diagnosis of Heart Disease”, In Proc. Of 5th International Conference on Informatics, Electronics & Vision,2016.
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Animesh Kumar Paul, Pintu Chanda Shill, Md. Rafiqul Islam Rabin, Animesh Kundu, Md. Aminul Haque Akhand, “Fuzzy Membership Function Generation using DMS – PSO for the Diagnosis of Heart Disease”, In Proc. Of 18th International Conference on Computer and Information Technology (ICCIT) , 2015.
Online Courses
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Machine Learning (Stanford University)
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The Data Scientist’s Toolbox (Johns Hopkins University).
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R Programming (Johns Hopkins University)
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Getting and Cleaning Data (Johns Hopkins University)
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Exploratory Data Analysis (Johns Hopkins University)
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Reproducible Research (Johns Hopkins University)
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Statistical Inference (Johns Hopkins University)
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Regression Models (Johns Hopkins University)
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Practical Machine Learning (Johns Hopkins University)
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Data Visualization (University of Illinois at Urbana-Champaign)
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Text Mining and Analytics (University of Illinois at Urbana-Champaign (Coursera)
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Introduction to Big Data (University of California, San Diego)
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Programming for Everybody (Getting Started with Python) – University of Michigan
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Python Data Structures (University of Michigan)
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Introduction to Programming with MATLAB (Vanderbilt University)