Personal profile
University profile
Dr. Aparna Varde is a Tenured Associate Professor in the Department of Computer Science at Montclair State University, NJ, USA. She obtained her PhD and MS in Computer Science, from Worcester Polytechnic Institute (WPI), Massachusetts, USA; and her BE in Computer Engineering from the University of Bombay, India. Dr. Varde has been a visiting researcher at the Max Planck Institute for Informatics, Saarbrucken, Germany. Her research spans Artificial Intelligence, Machine Learning, Data Mining, and Database Systems with particular emphasis on multi-disciplinary work. She is a Doctoral Faculty Member in the PhD Program in Environmental Science and Management at Montclair State University. Dr. Varde has around 100 publications including journals, conferences, book chapters and edited volumes. Her current topics of interest encompass Commonsense Knowledge, Smart Cities, Geo-informatics and Text Mining.
Dr. Varde's recent honors include 4 best paper awards at IEEE conferences. She has earlier been awarded an Associate Membership of Sigma Xi, the Scientific Research Society for excellence in multidisciplinary work. She is the founder of PIKM: PhD workshop in ACM CIKM and has chaired these in 2007, 2008, 2010, 2012 and 2014. She has also chaired the PhD Forum in IEEE ICDM 2013. She has served on the Program Committee of various conferences, e.g., W3C's WWW, NAACL-HLT, ACM's CIKM & EDBT, IEEE's ICDM & ICTAI, SIAM's SDM, Springer's DEXA and has been a reviewer for journals including IEEE's TDKE, ACM's TKDD, Elsevier's DKE, Springer's DMKD and ACM's VLDB journal.
Dr. Varde has been the dissertation advisor for 2 PhD students in Environmental Science and Management, and the research advisor for many MS and BS students in Computer Science. She has also been the advisor for 1 PhD student as a Visiting Fulbright Scholar in Computer Science at Montclair, an internal PhD committee member for 3 PhD students at Montclair, and an external committee member for 4 PhD students from institutions worldwide (including Queeensland University of Technology, Australia). Dr. Varde has served as a panelist for NSF's Cyber-enabled Discovery and Innovations Program (CDI) in the Information and Intelligent Systems (IIS) division. Her research is supported by grants from organizations such as PSE&G and NSF, USA. Her prior experience includes being a Tenure Track Assistant Professor in the Department of Math and Computer Science at Virginia State University, VA; and Software Engineer in multi-national companies such as Lucent Technologies and Citicorp. Dr. Varde is classified as an outstanding researcher by the Citizenship and Immigration Services, USA.
Research interests
Spans Artificial Intelligence, Machine Learning, Data Mining, and Database Systems with particular emphasis on multi-disciplinary work.
Scholarly Interests
Artificial Intelligence - Commonsense Knowledge, Smart Cities, App Development with HCI & IoT, Implicit Requirements in Software Engineering, Collaborative Robotics, Expert Systems, Information Retrieval
Machine Learning and Data Mining - Predictive Analytics, Decision Support Systems, Domain-Specific Knowledge Discovery, Text Mining and Linguistics Issues, Scientific Data Analysis
Database Systems - Big Data Management, Cloud Computing, Web Databases, XML and DSML
Environmental Computing (Env. Sc. & Mgmt. PhD Program) - Green IT, Urban Policy, Geo-informatics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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SDG 13 Climate Action
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SDG 15 Life on Land
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Collaborations and top research areas from the last five years
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Demo: A Framework for Ranking the Clinical Trials with Large Language Model Prompting
Arif, S. A., Gopeekrishnan, A., Liu, H. & Varde, A. S., 2025, Proceedings - 2025 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2025. Institute of Electrical and Electronics Engineers Inc., p. 476-477 2 p. (Proceedings - 2025 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Incorporating Commonsense Knowledge to Enhance Robot Perception
Hidalgo, R., Varde, A. S., Parron, J. & Wang, W., 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 15488-15501 14 p.Research output: Contribution to journal › Article › peer-review
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Opinion Mining on Offshore Wind Energy for Environmental Engineering
Bittencourt, I., Varde, A. S. & Lal, P., 2025, Proceedings of IEMTRONICS 2024 - International IoT, Electronics and Mechatronics Conference. Bradford, P. G., Gadsden, S. A., Koul, S. K. & Ghatak, K. P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 487-505 19 p. (Lecture Notes in Electrical Engineering; vol. 1229).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Robo-CSK-Organizer: Commonsense Knowledge to Organize Detected Objects for Multipurpose Robots
Hidalgo, R., Parron, J., Varde, A. S. & Wang, W., 2025, Proceedings of IEMTRONICS 2024 - International IoT, Electronics and Mechatronics Conference. Bradford, P. G., Gadsden, S. A., Koul, S. K. & Ghatak, K. P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 65-81 17 p. (Lecture Notes in Electrical Engineering; vol. 1228).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AI-Based Modeling for Textual Data on Solar Policies in Smart Energy Applications
Shrestha, S., Bittencourt, I., Varde, A. S. & Lal, P., 2024, 15th International Conference on Information, Intelligence, Systems and Applications, IISA 2024. Institute of Electrical and Electronics Engineers Inc., (15th International Conference on Information, Intelligence, Systems and Applications, IISA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Press/Media
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ENVIRONMENTAL SCIENTIST WINS FELLOWSHIP AT EAGLETON INSTITUTE OF POLITICS
Chopping, M., Varde, A. & Yu, D.
14/07/21
1 item of Media coverage
Press/Media
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Environmental Scientist Wins Fellowship at Eagleton Institute of Politics
14/07/21
1 item of Media coverage
Press/Media