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Mohammed Farquad
Mohammed Farquad
InI Labs Inc., Waterloo, ON, Canada
Verified email at ini.ac
Title
Cited by
Cited by
Year
Churn prediction using comprehensible support vector machine: An analytical CRM application
MAH Farquad, V Ravi, SB Raju
Applied Soft Computing 19, 31-40, 2014
1902014
Preprocessing unbalanced data using support vector machine
MAH Farquad, I Bose
Decision Support Systems 53 (1), 226-233, 2012
1782012
Support vector regression based hybrid rule extraction methods for forecasting
MAH Farquad, V Ravi, SB Raju
Expert Systems with Applications 37 (8), 5577-5589, 2010
542010
Analytical CRM in banking and finance using SVM: a modified active learning-based rule extraction approach
MAH Farquad, V Ravi, SB Raju
International Journal of Electronic Customer Relationship Management 6 (1 …, 2012
322012
Student’s performance prediction using deep learning and data mining methods
J Sultana, MU Rani, MAH Farquad
Int. J. Recent Technol. Eng 8 (1S4), 1018-1021, 2019
312019
Data mining using rules extracted from SVM: an application to churn prediction in bank credit cards
MAH Farquad, V Ravi, SB Raju
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 12th …, 2009
252009
Rule extraction using Support Vector Machine based hybrid classifier
MAH Farquad, V Ravi, RS Bapi
TENCON 2008-2008 IEEE Region 10 Conference, 1-6, 2008
182008
An extensive survey on some deep-learning applications
J Sultana, M Usha Rani, MAH Farquad
Emerging Research in Data Engineering Systems and Computer Communications …, 2020
172020
Credit scoring using pca-svm hybrid model
MAH Farquad, V Ravi, G Praveen
Computer Networks and Information Technologies: Second International …, 2011
152011
Support vector machine based hybrid classifiers and rule extraction thereof: Application to bankruptcy prediction in banks
MAH Farquad, V Ravi, RS Bapi
Handbook of research on machine learning applications and trends: Algorithms …, 2010
102010
Rule extraction from support vector machine using modified active learning based approach: an application to CRM
MAH Farquad, V Ravi, SB Raju
Knowledge-Based and Intelligent Information and Engineering Systems: 14th …, 2010
92010
Enhancing the performance of decision tree: A research study of dealing with unbalanced data
A Almas, MAH Farquad, NSR Avala, J Sultana
Seventh International Conference on Digital Information Management (ICDIM …, 2012
82012
Credit scoring using support vector machine: a comparative analysis
S Harikrishna, MAH Farquad
Advanced Materials Research 433, 6527-6533, 2012
82012
Rule extraction from support vector machines: a hybrid approach for solving classification and regression problems
MAH Farquad, V Ravi, SB Raju
International Journal of Information and Decision Sciences 3 (3), 265-294, 2011
82011
Deep Learning Based Recommender System Using Sentiment Analysis to Reform Indian Education
J Sultana, M Usha Rani, MAH Farquad
Advances in Computational and Bio-Engineering: Proceeding of the …, 2020
62020
Knowledge discovery from recommender systems using deep learning
J Sultana, MU Rani, MAH Farquad
2019 International Conference on Smart Systems and Inventive Technology …, 2019
62019
An efficient deep learning method to predict students performance
J Sultana, M Usha, MAH Farquad
Higher Education Quality Assurance and Enhancement, 2018
42018
Sentiment Analysis based Recommender System for Reforming Indian Education using Multi-Classifiers
MJ Sultana, MU Rani, MAH Farquad
TEST Tets Engineering and Management Journal, 2020
32020
Comparative Analysis of Support Vector Machine: Employing Various Optimization Algorithms
MAR Khalid, M Alwaqdani, MAH Farquad
2015 International Conference on Information Technology (ICIT), 171-174, 2015
32015
Knowledge discovery from data: comparative study
MAH Farquad, J Sultana, G Nagalaxmi, G Savankumar
Training 1 (3), 4, 2014
32014
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