Aparna S. Varde

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 67

Top Venues

Publications

Aparna S. Varde, Divydharshini Karthikeyan, Weitian Wang
Facilitating COVID recognition from X-rays with computer vision models and transfer learning. Multim. Tools Appl. 83 (1) (2024)
Vishesh Kalvakurthi, Aparna S. Varde, John Jenq
Hey Dona! Can you help me with student course registration? CoRR (2023)
Christopher J. Conti, Aparna S. Varde, Weitian Wang
Web Perspectives in Robotics Applications: Commonsense Knowledge, Autonomous Vehicles and Human-Robot Collaboration. SIGWEB Newsl. 2023 (Winter) (2023)
Gregory Coppola, Aparna S. Varde, Jiacheng Shang
Enhancing Cloud Security Posture for Ubiquitous Data Access with a Cybersecurity Framework Based Management Tool. UEMCON (2023)
Aparna S. Varde, Gerard de Melo, Boxiang Dong
Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. WWW (Companion Volume) (2023)
Sarahana Shrestha, Aparna S. Varde
Roles of the Web in Commercial Energy Efficiency: IoT, Cloud Computing, and Opinion Mining. SIGWEB Newsl. 2023 (Autumn) (2023)
Sarahana Shrestha, Brian Buckley, Aparna S. Varde, Daniel Cwynar
Hybrid CNN-LSTM and Domain Modeling in Climate-Energy Analysis for a Smart Environment. ICTAI (2023)
Tuan-Phong Nguyen, Simon Razniewski, Aparna S. Varde, Gerhard Weikum
Extracting Cultural Commonsense Knowledge at Scale. WWW (2023)
Anuradha Singh, Jyoti Yadav, Sarahana Shrestha, Aparna S. Varde
Linking Alternative Fuel Vehicles Adoption with Socioeconomic Status and Air Quality Index. CoRR (2023)
Aparna S. Varde, Jianyu Liang
Machine Learning Approaches in Agile Manufacturing with Recycled Materials for Sustainability. CoRR (2023)
Jyoti Yadav, Aparna S. Varde, Lei Xie
Comprehensive cough data analysis on CODA TB. BigData (2023)
Manish Puri, Aparna S. Varde, Gerard de Melo
Commonsense based text mining on urban policy. Lang. Resour. Evaluation 57 (2) (2023)
Levi Corallo, Aparna S. Varde
Optical Character Recognition and Transcription of Berber Signs from Images in a Low-Resource Language Amazigh. CoRR (2023)
Darko Radakovic, Anuradha Singh, Aparna S. Varde, Pankaj Lal
Enriching Smart Cities by Optimizing Electric Vehicle Ride-Sharing through Game Theory. ICTAI (2022)
Levi Corallo, Guanghui Li, Kenna Reagan, Abhishek Saxena, Aparna S. Varde, Brandon Wilde
A Framework for German-English Machine Translation with GRU RNN. EDBT/ICDT Workshops (2022)
Aparna S. Varde
Computational Estimation by Scientific Data Mining with Classical Methods to Automate Learning Strategies of Scientists. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Rafael Hidalgo, Anthony DeVito, Nesreen Salah, Aparna S. Varde, Robert W. Meredith
Inferring Phylogenetic Relationships using the Smith-Waterman Algorithm and Hierarchical Clustering. Big Data (2022)
Dev Dave, Angelica Celestino, Aparna S. Varde, Vaibhav K. Anu
Management of Implicit Requirements Data in Large SRS Documents: Taxonomy and Techniques. SIGMOD Rec. 51 (2) (2022)
Aparna S. Varde, Jianyu Liang, Zhaotong Yang, Richard D. Sisson Jr.
Ishikawa, JESS, and Visual Analytics for Engineering. Big Data (2022)
Anurag Garg, Niket Tandon, Aparna S. Varde
CSK-SNIFFER: Commonsense Knowledge for Sniffing Object Detection Errors. EDBT/ICDT Workshops (2022)
Aparna S. Varde, Abidha Pandey, Xu Du
Prediction Tool on Fine Particle Pollutants and Air Quality for Environmental Engineering. SN Comput. Sci. 3 (3) (2022)
Christopher J. Conti, Aparna S. Varde, Weitian Wang
Human-Robot Collaboration With Commonsense Reasoning in Smart Manufacturing Contexts. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Tuan-Phong Nguyen, Simon Razniewski, Aparna S. Varde, Gerhard Weikum
Extracting Cultural Commonsense Knowledge at Scale. CoRR (2022)
Amrutha Kommu, Snehal Patel, Sebastian Derosa, Jiayin Wang, Aparna S. Varde
HiSAT: Hierarchical Framework for Sentiment Analysis on Twitter Data. IntelliSys (1) (2022)
Kenna Reagan, Aparna S. Varde, Lei Xie
Evolving Perceptions of Mental Health on Social Media and their Medical Impacts. Big Data (2022)
Irina Chernyavsky, Aparna S. Varde, Simon Razniewski
CSK-Detector: Commonsense in object detection. Big Data (2022)
Britnie Gonzalez-Moodie, Shane Daiek, Jorge Lorenzo-Trueba, Aparna S. Varde
Multispectral Drone Data Analysis on Coastal Dunes. IEEE BigData (2021)
Laura Paulino, Correy Hannum, Aparna S. Varde, Christopher J. Conti
Search Methods in Motion Planning for Mobile Robots. IntelliSys (3) (2021)
Sayem Mohammad Imtiaz, Kazi Zakia Sultana, Aparna S. Varde
Mining Learner-friendly Security Patterns from Huge Published Histories of Software Applications for an Intelligent Tutoring System in Secure Coding. IEEE BigData (2021)
Anita Pampoore-Thampi, Aparna S. Varde, Danlin Yu
Mining GIS Data to Predict Urban Sprawl. CoRR (2021)
Manish Puri, Zachary Dau, Aparna S. Varde
COVID and social media: analysis of COVID-19 and social media trends for smart living and healthcare. SIGWEB Newsl. 2021 (Autumn) (2021)
Christina Varghese, Drashti Pathak, Aparna S. Varde
SeVa: A Food Donation App for Smart Living. CCWC (2021)
Boxiang Dong, Wendy Hui Wang, Aparna S. Varde, Dawei Li, Bharath K. Samanthula, Weifeng Sun, Liang Zhao
Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss. CoRR (2021)
Simon Razniewski, Niket Tandon, Aparna S. Varde
Information to Wisdom: Commonsense Knowledge Extraction and Compilation. WSDM (2021)
Boxiang Dong, Aparna S. Varde, Danilo Stevanovic, Jiayin Wang, Liang Zhao
Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition. CoRR (2021)
Onyeka Emebo, Aparna S. Varde, Olawande J. Daramola
Common Sense Knowledge, Ontology and Text Mining for Implicit Requirements. CoRR (2021)
Dev Dave, Vaibhav K. Anu, Aparna S. Varde
Automating the Classification of Requirements Data. IEEE BigData (2021)
Priya Persaud, Aparna S. Varde, Weitian Wang
Can Robots Get Some Human Rights? A Cross-Disciplinary Discussion. J. Robotics 2021 (2021)
Christina Varghese, Aparna S. Varde, Xu Du
An Ordinance-Tweet Mining App to Disseminate Urban Policy Knowledge for Smart Governance. I3E (2) (2020)
Onyeka Emebo, Aparna S. Varde, Vaibhav K. Anu, Niket Tandon, Olawande J. Daramola
Using Commonsense Knowledge and Text Mining for Implicit Requirements Localization. ICTAI (2020)
Jessica Lourenco, Aparna S. Varde
Item-Based Collaborative Filtering and Association Rules for a Baseline Recommender in E-Commerce. IEEE BigData (2020)
Christopher J. Conti, Aparna S. Varde, Weitian Wang
Task quality optimization in collaborative robotics. IEEE BigData (2020)
Drashti Pathak, Aparna S. Varde, Gerard de Melo, Clement Alo
Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability. SIGWEB Newsl. 2020 (Autumn) (2020)
Divydharshini Karthikeyan, Aparna S. Varde, Weitian Wang
Transfer learning for decision support in Covid-19 detection from a few images in big data. IEEE BigData (2020)
Anurag Garg, Niket Tandon, Aparna S. Varde
I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract). AAAI (2020)
Xu Du, Matthew Kowalski, Aparna S. Varde, Boxiang Dong
LSOMP: Large Scale Ordinance Mining Portal. IEEE BigData (2020)
Onyeka Emebo, Vaibhav K. Anu, Aparna S. Varde
Identifying Implicit Requirements in SRS Big Data. IEEE BigData (2019)
Drashti Pathak, Aparna S. Varde, Clement Alo, Felix Oteng
Ubiquitous Access for Local Water Management Through HCI Based App Development. UEMCON (2019)
Shireesha Chandra, Aparna S. Varde, Jiayin Wang
A Hive and SQL Case Study in Cloud Data Analytics. UEMCON (2019)
Xu Du, Matthew Kowalski, Aparna S. Varde, Gerard de Melo, Robert W. Taylor
Public opinion matters: mining social media text for environmental management. SIGWEB Newsl. 2019 (Autumn) (2019)
Pooja Bhagat, Aparna S. Varde, Anna Feldman
WordPrep: Word-based Preposition Prediction Tool. IEEE BigData (2019)
Manish Puri, Xu Du, Aparna S. Varde, Gerard de Melo
Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining. WWW (Companion Volume) (2018)
Michael J. Pawlish, Aparna S. Varde
The DevOps Paradigm with Cloud Data Analytics for Green Business Applications. SIGKDD Explor. 20 (1) (2018)
Ketaki Gandhe, Aparna S. Varde, Xu Du
Sentiment Analysis of Twitter Data with Hybrid Learning for Recommender Applications. UEMCON (2018)
Abidha Pandey, Manish Puri, Aparna S. Varde
Object Detection with Neural Models, Deep Learning and Common Sense to Aid Smart Mobility. ICTAI (2018)
Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo
Smart Governance Through Opinion Mining of Public Reactions on Ordinances. ICTAI (2018)
Manish Puri, Aparna S. Varde, Boxiang Dong
Pragmatics and Semantics to Connect Specific Local Laws with Public Reactions. IEEE BigData (2018)
Xu Du, Diane Liporace, Aparna S. Varde
Urban legislation assessment by data analytics with smart city characteristics. UEMCON (2017)
Niket Tandon, Aparna S. Varde, Gerard de Melo
Commonsense Knowledge in Machine Intelligence. SIGMOD Rec. 46 (4) (2017)
Priya Persaud, Aparna S. Varde, Stefan A. Robila
Enhancing Autonomous Vehicles with Commonsense: Smart Mobility in Smart Cities. ICTAI (2017)
Aliva M. Pradhan, Aparna S. Varde
Ontology based meta knowledge extraction with Semantic Web tools for ubiquitous computing. UEMCON (2016)
Xu Du, Onyeka Emebo, Aparna S. Varde, Niket Tandon, Sreyasi Nag Chowdhury, Gerhard Weikum
Air quality assessment from social media and structured data: Pollutants and health impacts in urban planning. ICDE Workshops (2016)
Priyanka Basavaraju, Aparna S. Varde
Supervised Learning Techniques in Mobile Device Apps for Androids. SIGKDD Explor. 18 (2) (2016)
Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila
The Greening of Data Centers with Cloud Technology. Int. J. Cloud Appl. Comput. 5 (4) (2015)
Alan Varghese, Aparna S. Varde, Jing Peng, Eileen Fitzpatrick
A Framework for Collocation Error Correction in Web Pages and Text Documents. SIGKDD Explor. 17 (1) (2015)
Gerard de Melo, Mouna Kacimi, Aparna S. Varde
Dissertation Research Problems in Data Management and Related Areas. SIGMOD Rec. 44 (4) (2015)
Gerard de Melo, Aparna S. Varde
Scalable Learning Technologies for Big Data Mining. DASFAA (2) (2015)
Gerard de Melo, Mouna Kacimi, Aparna S. Varde
PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management. CIKM (2014)
Aparna S. Varde, Nikolaj Tatti
A Panorama of Imminent Doctoral Research in Data Mining. SIGMOD Rec. 43 (3) (2014)
Anisoara Nica, Fabian M. Suchanek, Aparna S. Varde
New Research Directions in Knowledge Discovery and Allied Spheres. SIGKDD Explor. 16 (2) (2014)
Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila, Anand Ranganathan
A call for energy efficiency in data centers. SIGMOD Rec. 43 (1) (2014)
Jing Peng, Guna Seetharaman, Wei Fan, Aparna S. Varde
Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction. ACM Trans. Knowl. Discov. Data 7 (2) (2013)
Mouna Kacimi, Fabian M. Suchanek, Aparna S. Varde
Databases, information retrieval and knowledge management: exploring paths and crossing bridges. SIGMOD Rec. 42 (3) (2013)
Klavdiya Hammond, Aparna S. Varde
Cloud Based Predictive Analytics: Text Classification, Recommender Systems and Decision Support. ICDM Workshops (2013)
Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila
Decision Support in Data Centers for Sustainability. ICDM Workshops (2013)
Shubhabrata Mukherjee, Aparna S. Varde, Giti Javidi, Ehsan Sheybani
Predictive analysis of engine health for decision support. SIGKDD Explor. 15 (2) (2013)
Aparna S. Varde, Mohammed Maniruzzaman, Richard D. Sisson Jr.
QuenchML: A semantics-preserving markup language for knowledge representation in quenching. Artif. Intell. Eng. Des. Anal. Manuf. 27 (1) (2013)
Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila
Analyzing utilization rates in data centers for optimizing energy management. IGCC (2012)
Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna S. Varde
Discovering interesting information with advances in web technology. SIGKDD Explor. 14 (2) (2012)
Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila
Cloud computing for environment-friendly data centers. CloudDB@CIKM (2012)
Aparna S. Varde, Fabian M. Suchanek
PIKM 2012: 5th ACM workshop for PhD students in information and knowledge management. CIKM (2012)
Jonathan Tancer, Aparna S. Varde
The Deployment of MML for Data Analytics over the Cloud. ICDM Workshops (2011)
Amal Chaminda Kaluarachchi, Debjani Roychoudhury, Aparna S. Varde, Gerhard Weikum
in text archives. EDBT (2011)
Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan
Chernoff Dimensionality Reduction-Where Fisher Meets FKT. SDM (2011)
Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart
The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective CoRR (2011)
Anisoara Nica, Fabian M. Suchanek, Aparna S. Varde
Emerging multidisciplinary research across database management systems CoRR (2011)
Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart
The hidden web, XML and the Semantic Web: scientific data management perspectives. EDBT (2011)
Anisoara Nica, Fabian M. Suchanek, Aparna S. Varde
Emerging multidisciplinary research across database management systems. SIGMOD Rec. 39 (3) (2010)
Michael J. Pawlish, Aparna S. Varde
A decision support system for green data centers. PIKM (2010)
Amal Chaminda Kaluarachchi, Aparna S. Varde, Jing Peng, Anna Feldman
Intelligent Time-Aware Query Translation for Text Sources. AAAI (2010)
Aliva M. Pradhan, Aparna S. Varde, Jing Peng, Eileen Fitzpatrick
Automatic Classification of Article Errors in L2 Written English. FLAIRS Conference (2010)
Anisoara Nica, Aparna S. Varde
PIKM 2010: ACM workshop for ph.d. students in information and knowledge management. CIKM (2010)
Amal Chaminda Kaluarachchi, Aparna S. Varde, Srikanta J. Bedathur, Gerhard Weikum, Jing Peng, Anna Feldman
Incorporating terminology evolution for query translation in text retrieval with association rules. CIKM (2010)
Aparna S. Varde
Challenging research issues in data mining, databases and information retrieval. SIGKDD Explor. 11 (1) (2009)
Aparna S. Varde, Fabian M. Suchanek, Richi Nayak, Pierre Senellart
Knowledge Discovery over the Deep Web, Semantic Web and XML. DASFAA (2009)
Aparna S. Varde, Shuhui Ma, Mohammed Maniruzzaman, David C. Brown, Elke A. Rundensteiner, Richard D. Sisson Jr.
Comparing mathematical and heuristic approaches for scientific data analysis. Artif. Intell. Eng. Des. Anal. Manuf. 22 (1) (2008)
Aparna S. Varde, Stephen Bique, Elke A. Rundensteiner, David C. Brown, Jianyu Liang, Richard D. Sisson Jr., Ehsan Sheybani, Brian Sayre
Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets. DEXA (2008)
Aparna S. Varde, Jian Pei
Advances in information and knowledge management. SIGIR Forum 42 (1) (2008)
Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr.
LearnMet: learning domain-specific distance metrics for plots of scientific functions. Multim. Tools Appl. 35 (1) (2007)
Aparna S. Varde, Elke A. Rundensteiner, Richard D. Sisson Jr.
AutoDomainMine: a graphical data mining system for process optimization. SIGMOD Conference (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aparna S. Varde