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Mohammed Abdul Haque Farquad
Mohammed Abdul Haque Farquad
Assistant Professro, CIS, Higher Colleges of Technology, Ras Al Khaimah, UAE
Adresă de e-mail confirmată pe hct.ac.ae
Titlu
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Churn prediction using comprehensible support vector machine: An analytical CRM application
MAH Farquad, V Ravi, SB Raju
Applied Soft Computing 19, 31-40, 2014
2282014
Preprocessing unbalanced data using support vector machine
MAH Farquad, I Bose
Decision Support Systems 53 (1), 226-233, 2012
2072012
Student’s performance prediction using deep learning and data mining methods
J Sultana, MU Rani, MAH Farquad
Int. J. Recent Technol. Eng 8 (1), 1018-1021, 2019
572019
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
572010
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
402012
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
262009
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
212020
Credit scoring using pca-svm hybrid model
MAH Farquad, V Ravi, Sriramjee, G Praveen
Computer Networks and Information Technologies: Second International …, 2011
192011
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
Credit scoring using support vector machine: a comparative analysis
S Harikrishna, MAH Farquad, S Shabana
Advanced Materials Research 433, 6527-6533, 2012
102012
Rule extraction from support vector machine using modified active learning based approach: An application to CRM
MAH Farquad, V Ravi, SB Raju
International Conference on Knowledge-Based and Intelligent Information and …, 2010
102010
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
Knowledge discovery from recommender systems using deep learning
J Sultana, MU Rani, MAH Farquad
2019 International Conference on Smart Systems and Inventive Technology …, 2019
92019
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
92012
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
72020
An efficient deep learning method to predict students performance
J Sultana, M Usha, MAH Farquad
Higher Education Quality Assurance and Enhancement, 2018
42018
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
42015
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
Effective convolution method for privacy preserving in cloud over big data using map reduce framework
K Sudhakar, MAH Farquad, G Narshimha
IET Software 13 (3), 187-194, 2019
32019
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