Search Results - "Nair, Binoy. B."

A Novel Feature Encoding Scheme for Machine Learning Based Malware Detection Systems by Das, Vipin, Nair, Binoy B., Thiruvengadathan, Rajagopalan

“…Malware detection is an ever-evolving area given that the strides in the detection capabilities being matched by radical attempts to bypass the detection. As…”
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Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump by Sakthivel, N.R., Sugumaran, V., Nair, Binoy. B.

“…Mono-block centrifugal pumps are widely used in a variety of applications. In many applications the role of mono-block centrifugal pump is critical and…”
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TLFS23 Tamil language fingerspelling dataset by S, Bavesh Ram, M, Chirranjeavi, S, Aaruran, VA, Gokulraj, Nair, Binoy B, M．E, Harikumar

“…Tamil is one of the oldest existing languages, spoken by around 65 million people across India, Sri Lanka and South-East Asia. Countries such as Fiji and South…”
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A Deep Learning-Based Upper Limb Rehabilitation Exercise Status Identification System by Nair, Binoy B., Sakthivel, N. R.

“…There is a broad consensus that stroke rehabilitation interventions within the first 3–6 months after stroke can result in maximizing post-stroke recovery…”
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An Upper Limb Rehabilitation Exercise Status Identification System Based on Machine Learning and IoT by Nair, Binoy B., Sakthivel, N. R.

“…Rapid increase in stroke incidence coupled with the high cost and limited availability of healthcare professionals has made stroke rehabilitation process…”
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Clustering stock price time series data to generate stock trading recommendations: An empirical study by Nair, Binoy B., Kumar, P.K. Saravana, Sakthivel, N.R., Vipin, U.

“…•Trading recommender system based on mining historical stock price data is proposed.•Regression tree and Self Organizing Maps are used to generate temporal…”
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BoostedDim attention: A novel data-driven approach to improving LiDAR-based lane detection by Omkar Patil, Binoy B. Nair, Rajat Soni, Arunkrishna Thayyilravi, C.R. Manoj

“…Lane detection is a fundamental component of advanced driver assistance systems, facilitating critical functionalities like Lane Keep/Change Assistance, Lane…”
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Efficient hyperparameter-tuned machine learning approach for estimation of supercapacitor performance attributes by Ahmed, Syed Ishtiyaq, Radhakrishnan, Sreevatsan, Nair, Binoy B, Thiruvengadathan, Rajagopalan

“…Abstract Recent years have witnessed the rise of supercapacitor as effective energy storage device. Specifically, carbon-based electrodes have been…”
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Classifier Based Stock Trading Recommender Systems for Indian stocks: An Empirical Evaluation by Vismayaa, V., Pooja, K. R., Alekhya, A., Malavika, C. N., Nair, Binoy B., Kumar, P. N.

“…Recommender systems that can suggest the user when to buy and sell stocks can be of immense help to those who wish to trade in stocks but are constrained by…”
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Decision tree based weld defect classification using current and voltage signatures in GMAW process by Sumesh, A., Nair, Binoy B., Rameshkumar, K., Santhakumari, A., Raja, A., Mohandas, K.

“…The quality of the weld is most important in industries manufacturing boilers and pressure vessels which will work in severe operating conditions. In an…”
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Comparison of dimensionality reduction techniques for the fault diagnosis of mono block centrifugal pump using vibration signals by Sakthivel, N.R., Nair, Binoy B., Elangovan, M., Sugumaran, V., Saravanmurugan, S.

“…Bearing fault, Impeller fault, seal fault and cavitation are the main causes of breakdown in a mono block centrifugal pump and hence, the detection and…”
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A Stock Trading Recommender System Based on Temporal Association Rule Mining by Nair, Binoy B., Mohandas, V. P., Nayanar, Nikhil, Teja, E. S. R., Vigneshwari, S., Teja, K. V. N. S.

“…Recommender systems capable of discovering patterns in stock price movements and generating stock recommendations based on the patterns thus discovered can…”
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An End to End Learning based Ego Vehicle Speed Estimation System by Bandari, Hitesh Linganna, Nair, Binoy B

“…Estimating speed of a vehicle from only the video captured from within the vehicle without relying on any other supplementary information such as GPS…”
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Deep Learning-based 3D Object Detection Using LiDAR and Image Data Fusion by Bharadhwaj, Bizzam Murali, Nair, Binoy B

“…Robust environmental perception systems are key to implementing advanced driver assistance features in modern vehicles. To acquire knowledge of the…”
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A Deep Learning based system for fast detection of obstacles using rear-view camera under parking scenarios by Dunna, Sudheer, Nair, Binoy B, Panda, Manoj Kumar

“…Rear-end collision warning system is an important component of Advanced Driver Assistance Systems (ADAS). Main objective is to warn the host vehicle driver…”
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Improving GPS based distance measurement accuracy using Machine Learning: an empirical study by Naik, Rishish Kumar, Nair, Binoy B.

“…Shortage of workforce is one of the most critical challenges for agricultural domain. Automation of farm machinery can mitigate this to a greater extent…”
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An acoustic dataset for surface roughness estimation in milling process by Sakthivel, N.R., Cherian, Josmin, Nair, Binoy B, Sahasransu, Abburu, Aratipamula, L.N.V. Pratap, Gupta, Singamsetty Anish

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A Machine Learning Based Approach to Crack Detection in Asphalt Pavements by Balaji, A. Jayanth, Thiru Balaji, G, Dinesh, M. S., Nair, Binoy B., Harish Ram, D. S.

“…Asphalt roads are always prone to surface cracks because of the stress produced by automobiles, drastic climatic changes and improper laying of the roads…”
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An acoustic dataset for surface roughness estimation in milling processMendeley Data by N.R. Sakthivel, Josmin Cherian, Binoy B Nair, Abburu Sahasransu, L.N.V. Pratap Aratipamula, Singamsetty Anish Gupta

“…Machining process involves numerous variables that can influence the desired outcomes, with surface roughness being a critical quality index for machined…”
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Soft computing approach to fault diagnosis of centrifugal pump by Sakthivel, N.R., Binoy.B.Nair, Sugumaran, V.

“…[Display omitted] ► Decision tree algorithm for feature selection. ► Gene expression programming, support vector machine (SVM), Wavelet-GEP, and proximal…”
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