Churn prediction using comprehensible support vector machine: An analytical CRM application MAH Farquad, V Ravi, SB Raju Applied Soft Computing 19, 31-40, 2014 | 227 | 2014 |
Preprocessing unbalanced data using support vector machine MAH Farquad, I Bose Decision Support Systems 53 (1), 226-233, 2012 | 214 | 2012 |
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 | 58 | 2019 |
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 | 58 | 2010 |
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 | 40 | 2012 |
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 | 26 | 2009 |
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 | 22 | 2020 |
Credit scoring using pca-svm hybrid model MAH Farquad, V Ravi, Sriramjee, G Praveen Computer Networks and Information Technologies: Second International …, 2011 | 19 | 2011 |
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 | 18 | 2008 |
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 | 10 | 2012 |
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 | 10 | 2010 |
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 | 10 | 2010 |
Knowledge discovery from recommender systems using deep learning J Sultana, MU Rani, MAH Farquad 2019 International Conference on Smart Systems and Inventive Technology …, 2019 | 9 | 2019 |
Credit scoring using support vector machine: a comparative analysis S Harikrishna, MAH Farquad, S Shabana Advanced Materials Research 433, 6527-6533, 2012 | 9 | 2012 |
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 | 8 | 2011 |
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 | 6 | 2020 |
An efficient deep learning method to predict students performance J Sultana, M Usha, MAH Farquad Higher Education Quality Assurance and Enhancement, 2018 | 4 | 2018 |
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 | 4 | 2015 |
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 | 3 | 2020 |
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 | 3 | 2019 |