Search Results - "Saha, Sujay"

Identifying the degree of genetic interactions using Restricted Boltzmann Machine—A study on colorectal cancer by Saha, Sujay, Bandopadhyay, Saikat, Ghosh, Anupam

“…The phenomenon of two or more genes affecting the expression of each other in various ways in the development of a single character of an organism is known as…”
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An Improved Fuzzy Based Missing Value Estimation in DNA Microarray Validated by Gene Ranking by Dey, Kashi Nath, Seal, Dibyendu Bikash, Ghosh, Anupam, Saha, Sujay

“…Most of the gene expression data analysis algorithms require the entire gene expression matrix without any missing values. Hence, it is necessary to devise…”
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Impact of COVID-19 on the Human Personality: An Analysis Based on Document Modeling Using Machine Learning Tools by Acharya, Amitabha, Aryan, Aman, Saha, Sujay, Ghosh, Anupam

“…Abstract Coronavirus disease of 2019 (COVID-19) has affected the globe terribly. The rapid spread of this virus and the precautionary measures to prevent it…”
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Investigating the Development of Speaking Skill through Language Games in Technologically Underequipped EFL Classroom by Saha, Sujay Kumar, Singh, Smriti

“…In recent years, language games have become a matter of interest for educators not only because of their po-tential to enhance language learning experiences,…”
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Assessing the Suitability of Different Machine Learning Approaches for Smart Traffic Mobility by Zaman, Mostafa, Saha, Sujay, Abdelwahed, Sherif

“…One of the most critical traffic management issues is congestion in modern and big smart cities. The first task is to accurately forecast traffic patterns to…”
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Demand-Response Prediction in Smart Grids Using Machine Learning Techniques by Zaman, Mostafa, Saha, Sujay, Zohrabi, Nasibeh, Abdelwahed, Sherif

“…The rise of smart grid technologies has enabled a new era of two-way communication between customers and power companies, empowering the implementation of…”
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Deep Learning Approaches for Vehicle and Pedestrian Detection in Adverse Weather by Zaman, Mostafa, Saha, Sujay, Zohrabi, Nasibeh, Abdelwahed, Sherif

“…Vision-based vehicle and pedestrian identification methods to enhance road safety have become more critical during the last decade. Unfortunately, these…”
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A novel SFLA based method for gene expression biclustering by Das, Priyojit, Saha, Sujay

“…Form the time of its invention, microarray technology is continuously growing and has been taking major role in biological research. This technology generates…”
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A Deep Learning Model for Forecasting Photovoltaic Energy with Uncertainties by Zaman, Mostafa, Saha, Sujay, Eini, Roja, Abdelwahed, Sherif

“…Accurate forecasting of photovoltaic (PV) power generation is crucial for integrating this renewable energy into existing energy systems. Predicting PV output…”
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Uncertainty Estimation in Power Consumption of a Smart Home Using Bayesian LSTM Networks by Zaman, Mostafa, Saha, Sujay, Zohrabi, Nasibeh, Abdelwahed, Sherif

“…Smart cities and smart houses have recently seen a rise in power and energy consumption. Household energy demand is likewise ameliorating with population…”
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Unmanned Aerial Vehicle for District Surveillance with Computer Vision and Machine Learning by Saha, Sumit, Banerjee, Subhabrata, Dhar, Shreya, Bandyopadhyay, Anushka, Saha, Sujay, Ray, Soumily

“…It is a very challenging task to identify and trace the class of the objects during the time of poor visible conditions such as night time. Due to which there…”
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Gene Ranking: A Novel Approach Using Multi-Objective Genetic Algorithm by Das, Priyojit, Saha, Sujay, Ghosh, Anupam, Dey, Kashi Nath

“…In a Gene Co-expression Network, the same or closely related genes are clustered into co-expressed groups. It is necessary to investigate the role that these…”
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An improved fuzzy based approach to impute missing values in DNA microarray gene expression data with collaborative filtering by Saha, Sujay, Bandopadhyay, Saikat, Ghosh, Anupam, Dey, Kashi Nath

“…DNA microarray experiments normally generate gene expression profiles in the form of high dimensional matrices. It may happen that DNA microarray gene…”
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An ensemble based missing value estimation in DNA microarray using artificial neural network by Saha, Sujay, Bandopadhyay, Saikat, Ghosh, Anupam, Dey, Kashi Nath

“…DNA microarrays are normally used to measure the expression values of thousands of several genes simultaneously in the form of large matrices. This raw gene…”
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Gene - Gene Interaction: A clustering, correlation & entropy based approach by Seal, Dibyendu Bikash, Saha, Sujay, Chatterjee, Mayukh, Mukherjee, Prokriti, Mukherjee, Aradhita, Mukhopadhyay, Bipasha, Mukherjee, Sohini

“…Gene - Gene Interaction is a logical interaction between two genes that affects the observable behavior of one organism. This genetic interaction helps to…”
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Gene ranking: An entropy & decision tree based approach by Seal, Dibyendu Bikash, Saha, Sujay, Mukherjee, Prokriti, Chatterjee, Mayukh, Mukherjee, Aradhita, Dey, Kashi Nath

“…The Cancer disease involves abnormal cell growth and has the potential to spread to other parts of the body. Today, technology has provided us with many…”
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