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Journal Articles
- 2024
[j14]Vipin Das
, Binoy B. Nair, Rajagopalan Thiruvengadathan:
A Novel Feature Encoding Scheme for Machine Learning Based Malware Detection Systems. IEEE Access 12: 91187-91216 (2024)- 2022
- [j13]S. Adarsh, K. I. Ramachandran, Binoy B. Nair:
Improving Range estimation accuracy of an ultrasonic Sensor using an adaptive Neuro-fuzzy Inference System. Int. J. Robotics Autom. 37(2) (2022) - 2020
- [j12]Binoy B. Nair, D. S. Harish Ram, Manoj Kumar Panda, A. Jayanth Balaji, T. Gireesh Kumar, Vivek Mohan:
Future Engineering Curricula: Balancing Domain Competence with CPS Readiness. IEEE Des. Test 37(6): 16-23 (2020) - 2019
- [j11]A. Jayanth Balaji, D. S. Harish Ram, Binoy B. Nair:
A deep learning approach to electric energy consumption modeling. J. Intell. Fuzzy Syst. 36(5): 4049-4055 (2019) - 2017
- [j10]Binoy B. Nair, P. K. Saravana Kumar, N. R. Sakthivel, U. Vipin:
Clustering stock price time series data to generate stock trading recommendations: An empirical study. Expert Syst. Appl. 70: 20-36 (2017) - [j9]S. Saravanamurugan, S. Thiyagu, N. R. Sakthivel, Binoy B. Nair:
Chatter prediction in boring process using machine learning technique. Int. J. Manuf. Res. 12(4): 405-422 (2017) - 2015
- [j8]Binoy B. Nair, V. P. Mohandas:
Artificial intelligence applications in financial forecasting - a survey and some empirical results. Intell. Decis. Technol. 9(2): 99-140 (2015) - [j7]Binoy B. Nair, V. P. Mohandas:
An intelligent recommender system for stock trading. Intell. Decis. Technol. 9(3): 243-269 (2015) - 2012
- [j6]N. R. Sakthivel, V. Sugumaran, Binoy B. Nair:
Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump. Appl. Soft Comput. 12(1): 196-203 (2012) - [j5]N. R. Sakthivel, Binoy B. Nair, V. Sugumaran:
Soft computing approach to fault diagnosis of centrifugal pump. Appl. Soft Comput. 12(5): 1574-1581 (2012) - [j4]N. R. Sakthivel, Binoy B. Nair, V. Sugumaran, Rajakumar S. Roy:
Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features. Int. J. Data Min. Model. Manag. 4(1): 74-104 (2012) - 2011
- [j3]N. R. Sakthivel, Binoy B. Nair, V. Sugumaran, Rajakumar S. Rai:
Decision support system using artificial immune recognition system for fault classification of centrifugal pump. Int. J. Data Anal. Tech. Strateg. 3(1): 66-84 (2011) - [j2]N. R. Sakthivel, V. Indira, Binoy B. Nair, V. Sugumaran:
Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2(1): 23-36 (2011) - 2010
- [j1]N. R. Sakthivel, V. Sugumaran, Binoy B. Nair:
Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump. Int. J. Data Anal. Tech. Strateg. 2(1): 38-61 (2010)
Conference and Workshop Papers
- 2021
- [c5]Rajat Kumar Soni, Binoy B. Nair:
Deep Learning Based Approach to Generate Realistic Data for ADAS Applications. ICCCSP 2021: 1-5 - [c4]Saksham Srivastava, S. Adarsh, Binoy B. Nair, K. I. Ramachandran:
Driver's Face Detection in Poor Illumination for ADAS Applications. ICCCSP 2021: 1-6 - 2017
- [c3]A. Jayanth Balaji, D. S. Harish Ram, Binoy B. Nair:
Machine Learning Approaches to Electricity Consumption Forecasting in Automated Metering Infrastructure (AMI) Systems: An Empirical Study. CSOC (2) 2017: 254-263 - [c2]Alvina Anna John, Binoy B. Nair, P. N. Kumar:
Application of Clustering Techniques for Video Summarization - An Empirical Study. CSOC (1) 2017: 494-506 - 2016
- [c1]A. Jayanth Balaji, D. S. Harish Ram, Binoy B. Nair:
Modeling of Consumption Data for Forecasting in Automated Metering Infrastructure (AMI) Systems. CSOC (3) 2016: 165-173
Informal and Other Publications
- 2021
- [i1]Dineshkumar, N. R. Sakthivel, Binoy B. Nair:
Robotic Hand Rehabilitation System. CoRR abs/2112.14225 (2021)
Coauthor Index
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