Neha Singh
Graduate Research/Teaching Assistant
Ph.D. Student
Email:
Address:
Department of Information Systems
University of Maryland, Baltimore County,
1000 Hilltop Circle, Baltimore, MD,
USA 21250
Hello! I am Neha
I have joined the Department of Information Systems at the University of Maryland, Baltimore County as a PhD student in January, 2017. Currently, I am working with Dr. Nirmalya Roy, Co-Supervised by Dr. Aryya Gangopadhyay in Mobile, Pervasive and Sensor Computing lab and my research interests are as follows:
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Machine learning
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Social Media Analytics
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Natural Language Processing
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Transfer Learning
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Cyber-physical Systems
Awards and Fellowships
August, 2018-Present
Graduate Teaching Assistant
Graduate Teaching Assistant
Department of Information Systems, University of Maryland, Baltimore County, MD, USA.
June, 2020 - August, 2018
ORISE Fellowship
Summer ORISE Fellow
Center for Drug Evaluation and Research, U.S. Food and Drugs Administration, Silver Spring, MD, USA.
January, 2017-August 2018
Graduate Research Assistant
Graduate Research Assistant
Department of Information Systems, University of Maryland, Baltimore County, MD, USA.
2012-2015
Junior Research Fellow
2012-2013
UGC-NET
Junior Research Fellowship (JRF)
"Rajiv Gandhi National Fellowship" was awarded for academic studies and research at the Jawaharlal Nehru University, New Delhi, India.
University Grant Commission-National Eligibility Test (UGC-NET)
Qualified all India University Grant Commission-National Eligibility Test (UGC-NET) for university lectureship in December 2012 and in June 2013.
PUBLICATIONS
DECEMBER, 2020
Vision Powered Conversational AI for Easy Human Dialogue Systems
Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
In the Proceedings of the IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IITR, NCR, India 2020.
SEPTEMBER, 2020
SEPTEMBER, 2020
Flood Detection Framework Fusing The Physical Sensing & Social Sensing
Neha Singh, Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
In the Proceedings of the 6th IEEE International Workshop on Sensors and Smart Cities, SmartComp, Italy, September 2020
Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities
Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
In the Proceedings of the 6th IEEE International Workshop on Sensors and Smart Cities, SmartComp, Italy, September 2020
NOVEMBER, 2019
Localized Flood Detection With Minimal Labeled Social Media Data Using Transfer Learning
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
In the Proceedings of the Association for the Advancement of Artificial Intelligence – AAAI Fall Symposium, AI for Social Good, Arlington, Virginia, Nov 2019
AUGUST, 2019
Analyzing the Emotions of Crowd for Improving the Emergency Response Services
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Pervasive and Mobile Computing (PMC) Journal, Volume 58, August 2019, Elsevier 2019
MARCH, 2018
MARCH, 2018
Analyzing the Sentiment of Crowd for Improving the Emergency Response Services
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
IEEE International Conference on Smart Computing (SMARTCOMP), 2018
"PhD Forum: Monitoring and Detecting Flood by Fusing the Sensor and Social Media Data Streams,"
N. Singh, 2018 IEEE International Conference on Smart Computing (SMARTCOMP), Taormina, Sicily, Ialy, 2018, pp. 250-251. doi:10.1109/SMARTCOMP.2018.00065
MAY, 2017
Analyzing Social Media Texts and Images to Assess the Impact of Flash Floods in Cities
Bipendra Basnyat, Amrita Anam, Neha Singh, Aryya Gangopadhyay, Nirmalya Roy
​IEEE International Conference on Smart Computing (SMARTCOMP), 2017
JANUARY, 2017
JANUARY, 2016
Distributed Query Plan Generation using Bacterial Foraging Optimization
Jay Prakash, Neha Singh, and TV Vijay Kumar. "Distributed Query Plan Generation using Bacterial Foraging Optimization." International Journal of Knowledge and Systems Science (IJKSS) 8.1 (2017): 1-26
Distributed Query Plan Generation Using Firefly Algorithm
Neha Singh, Jay Prakash, and TV Vijay Kumar. "Distributed Query Plan Generation Using Firefly Algorithm." International Journal of Organizational and Collective Intelligence (IJOCI) 6.1 (2016): 29-50.
EDUCATION
SKILLS
C Programming Language
JAVA
Python
MATLAB
R
ORACLE
2017-Present
Doctorate Degree
University of Maryland, Baltimore County, USA
Doctorate of Philosophy in Information Systems
2012-2014
Master's Degree
Jawaharlal Nehru University, New Delhi, India
Master of Technology in Computer science and technology
2007-2011
Bachelor's Degree
Hindustan College of Science and Technology, Mathura, India
Bachelor of Technology in Computer Science and Engineering