Title Dr. First Name SACHIN KUMAR Last Name
Designation Assistant Professor
Department Cluster Innovation Centre
Email
Webpage
Phone.no 9711771381
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational
Degree/Certification Institution Year
Ph.D. - Modelling and Prediction of Building Energy Performance using Machine Learning Approaches University of Delhi 2020
PG University of Delhi 2011
UG Chaudhary Charan Singh University Meerut 2007
HSC UP Board, Allahabad 2004
SSC UP Board, Allahabad 2002
Teaching experience inside the Institution
Designation Institution Duration From Duration To
Software Engineer/Graduate Engineer IHS Markit Information Mosaic Software Pvt Ltd, United Kingdom 2011-08-01 2012-08-03
Assistant Professor Deen Dayal Upadhaya College University of Delhi, Delhi 2012-07-23 2013-07-22
Assistant Professor Indraprastha College for Women, University of Delhi 2013-07-23 2015-01-11
Assistant Professor Atma Ram Sanatan Dharma College, University of Delhi 2015-01-11 2015-07-15
Assistant Professor University of Delhi 2015-07-16 2022-08-30
Administrative experience outside the Institution
Designation Institution Name Duration from Duration to
Software Engineer IHS Market Information Mosaic Software Pvt Ltd, United Kingdom 2011-08-01 2012-08-03
Research Guidance
PhD scholars under Supervision Awarded PhD Submitted
1
Research Publications
Article Name Publication Type Journal Name ISSN No Volume Year URL DOI
Intelligent Energy Conservation: Indoor Temperature Forecasting with Extreme Learning Machine Research Papers in Scopus Listed Journals Advances in Intelligent Systems and Computing 2016 https://doi.org/10.1007/978-3-319-47952-1_78
Machine Learning-Based Method and Its Performance Analysis for Occupancy Detection in Indoor Environment Research Papers in Scopus Listed Journals Advances in Intelligent Systems and Computing 678 2017
Predictive Analysis of Alertness Related Features for Driver Drowsiness Detection Research Papers in Scopus Listed Journals Advances in Intelligent Systems and Computing 2018
A Novel Method Based on Extreme Learning Machine to Predict Heating and Cooling Load through Design and Structural Attributes Research Papers in Web of Science Listed Journals Energy and Building 2018 https://doi.org/10.1016/j.enbuild.2018.06.056
Intra ELM Variants Ensemble Based Model to Predict Energy Performance in Residential Buildings Research Papers in Web of Science Listed Journals Sustainable Energy, Grids and Networks 2018 https://doi.org/10.1016/j.segan.2018.07.001
A Novel Hybrid Model Based on Particle Swarm Optimisation and Extreme Learning Machine for Short-term Temperature Prediction using Ambient Sensors Research Papers in Web of Science Listed Journals Sustainable Cities and Society 2019 https://doi.org/10.1016/j.scs.2019.101601
Ensemble-Based Extreme Learning Machine Model for Occupancy Detection with Ambient Attributes Research Papers in Peer Reviewed Journals International Journal of System Assurance Engineering and Management 2020
Insights and Reflections Using Data Analytics Approach of COVID-19 Situation among the Indian States and Ethical Considerations Research Papers in Peer Reviewed Journals International Journal of System Assurance Engineering and Management 0976-4348 13 2021 https://doi.org/10.1007/s13198-021-01153-4
An Intelligent Model Based on Integrated Inverse Document Frequency and Multinomial Naive Bayes for Current Affairs News Categorisation Research Papers in Peer Reviewed Journals International Journal of System Assurance Engineering and Management 2021
A Critical and Ethical Perspective on Governance and Policies during COVID-19 Pandemic in India Research Papers in Scopus Listed Journals ACM Digital Government: Research \& Practice 2639-0175 3 2022 https://doi.org/10.1145/3501032
iCACD: An Intelligent Deep Learning Model To Categorise Current Affairs News Article For Efficient Journalistic Process Research Papers in Scopus Listed Journals International Journal of System Assurance Engineering and Management 0975-6809 13 2022 https://doi.org/10.1007/s13198-022-01666-6
Sensor Network Driven Novel Hybrid Model Based on Feature Selection and SVR to Predict Indoor Temperature for Energy Consumption Optimisation in Smart Buildings Research Papers in Peer Reviewed Journals International Journal of System Assurance Engineering and Management. 0976-4348 13 2022 https://doi.org/10.1007/s13198-022-01795-y
Research Projects
Title of the Project Project Type Year Of Sanction Output Start Date End Date
Weaving Dreams for Destitute – Night Shelters Minor 2015 Report on Insights and Software 2015-07-20 2016-07-31
Analysis and Determination of Influence of Users on Social Media Platforms Using Machine Learning Minor 2021 Communicated Publication and Report 2021-10-29 2022-06-30
Assessment of Innovation and Start-Up Ecosystem: A Case Study on Entrepreneurs And Incubators in Tier-1 and Tier-2 Cities Minor 2022 Submitted to IOE, University of Delhi. 2022-10-31 2023-05-31
Seminar / Conference Details / Workshops
Title of the Activity Attended As Date
Smart Home: Accurate Prediction of Energy Consumption with Extreme Learning Machine Variants Oral Presentation 2016-12-12
Does Social Media Feed Tell about Your Mental State? A Deep Randomised Neural Network Approach Oral Presentation 2022-07-20
Intelligent Energy Conservation: Indoor Temperature Forecasting with Extreme Learning Machine Oral Presentation 2016-09-15
ELM Variants Comparison on Applications of Time Series Data Forecasting Oral Presentation 2016-09-15
Predictive Analysis of Alertness Related Features for Driver Drowsiness Detection Oral Presentation 2017-12-14
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