Binoy B. Nair

22 papers Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Approach to Faster Convergence and Improved Accuracy in Deep Learning-Based Electrical Energy Consumption Forecast Models for Large Consumer Groups.
IEEE Access
A. Jayanth Balaji, Binoy B. Nair, D. S. Harish Ram, Kuruvachan Kalluvelil George
2025 J jnl
Machine Learning Approaches for Fault Detection in Internal Combustion Engines: A Review and Experimental Investigation.
Informatics
A. Srinivaas, N. R. Sakthivel, Binoy B. Nair
2024 J jnl
A Novel Feature Encoding Scheme for Machine Learning Based Malware Detection Systems.
IEEE Access
Vipin Das, Binoy B. Nair, Rajagopalan Thiruvengadathan
2022 J jnl
Improving Range estimation accuracy of an ultrasonic Sensor using an adaptive Neuro-fuzzy Inference System.
Int. J. Robotics Autom.
S. Adarsh, K. I. Ramachandran, Binoy B. Nair
2021 — conf
Deep Learning Based Approach to Generate Realistic Data for ADAS Applications.
ICCCSP
Rajat Kumar Soni, Binoy B. Nair
2021 — conf
Driver's Face Detection in Poor Illumination for ADAS Applications.
ICCCSP
Saksham Srivastava, S. Adarsh, Binoy B. Nair, K. I. Ramachandran
2021 J jnl
Robotic Hand Rehabilitation System.
CoRR
Dineshkumar, N. R. Sakthivel, Binoy B. Nair
2020 J jnl
Future Engineering Curricula: Balancing Domain Competence with CPS Readiness.
IEEE Des. Test
Binoy B. Nair, D. S. Harish Ram, Manoj Kumar Panda, A. Jayanth Balaji, T. Gireesh Kumar, Vivek Mohan
2019 J jnl
A deep learning approach to electric energy consumption modeling.
J. Intell. Fuzzy Syst.
A. Jayanth Balaji, D. S. Harish Ram, Binoy B. Nair
2017 — conf
Application of Clustering Techniques for Video Summarization - An Empirical Study.
CSOC (1)
Alvina Anna John, Binoy B. Nair, P. N. Kumar
2017 J jnl
Chatter prediction in boring process using machine learning technique.
Int. J. Manuf. Res.
S. Saravanamurugan, S. Thiyagu, N. R. Sakthivel, Binoy B. Nair
2017 J jnl
Clustering stock price time series data to generate stock trading recommendations: An empirical study.
Expert Syst. Appl.
Binoy B. Nair, P. K. Saravana Kumar, N. R. Sakthivel, U. Vipin
2017 — conf
Machine Learning Approaches to Electricity Consumption Forecasting in Automated Metering Infrastructure (AMI) Systems: An Empirical Study.
CSOC (2)
A. Jayanth Balaji, D. S. Harish Ram, Binoy B. Nair
2016 — conf
Modeling of Consumption Data for Forecasting in Automated Metering Infrastructure (AMI) Systems.
CSOC (3)
A. Jayanth Balaji, D. S. Harish Ram, Binoy B. Nair
2015 J jnl
An intelligent recommender system for stock trading.
Intell. Decis. Technol.
Binoy B. Nair, V. P. Mohandas
2015 J jnl
Artificial intelligence applications in financial forecasting - a survey and some empirical results.
Intell. Decis. Technol.
Binoy B. Nair, V. P. Mohandas
2012 J jnl
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.
N. R. Sakthivel, Binoy B. Nair, V. Sugumaran, Rajakumar S. Roy
2012 J jnl
Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump.
Appl. Soft Comput.
N. R. Sakthivel, V. Sugumaran, Binoy B. Nair
2012 J jnl
Soft computing approach to fault diagnosis of centrifugal pump.
Appl. Soft Comput.
N. R. Sakthivel, Binoy B. Nair, V. Sugumaran
2011 J jnl
Decision support system using artificial immune recognition system for fault classification of centrifugal pump.
Int. J. Data Anal. Tech. Strateg.
N. R. Sakthivel, Binoy B. Nair, V. Sugumaran, Rajakumar S. Rai
2011 J jnl
Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump.
Int. J. Granul. Comput. Rough Sets Intell. Syst.
N. R. Sakthivel, V. Indira, Binoy B. Nair, V. Sugumaran
2010 J jnl
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.
N. R. Sakthivel, V. Sugumaran, Binoy B. Nair