Aparna S. Varde

Orcid: 0000-0002-3170-2510

Affiliations:
  • Montclair State University, Department of Computer Science, NJ, USA
  • Max Planck Institute for Informatics, Saarbrücken, Germany
  • Worcester Polytechnic Institute (WPI), MA, USA (PhD)


According to our database1, Aparna S. Varde authored at least 107 papers between 2002 and 2024.

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Bibliography

2024
Facilitating COVID recognition from X-rays with computer vision models and transfer learning.
Multim. Tools Appl., January, 2024

2023
Roles of the Web in Commercial Energy Efficiency: IoT, Cloud Computing, and Opinion Mining.
SIGWEB Newsl., 2023

Web Perspectives in Robotics Applications: Commonsense Knowledge, Autonomous Vehicles and Human-Robot Collaboration.
SIGWEB Newsl., 2023

Commonsense based text mining on urban policy.
Lang. Resour. Evaluation, 2023

Optical Character Recognition and Transcription of Berber Signs from Images in a Low-Resource Language Amazigh.
CoRR, 2023

Hey Dona! Can you help me with student course registration?
CoRR, 2023

Machine Learning Approaches in Agile Manufacturing with Recycled Materials for Sustainability.
CoRR, 2023

Linking Alternative Fuel Vehicles Adoption with Socioeconomic Status and Air Quality Index.
CoRR, 2023

Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Extracting Cultural Commonsense Knowledge at Scale.
Proceedings of the ACM Web Conference 2023, 2023

Enhancing Cloud Security Posture for Ubiquitous Data Access with a Cybersecurity Framework Based Management Tool.
Proceedings of the 14th IEEE Annual Ubiquitous Computing, 2023

Hybrid CNN-LSTM and Domain Modeling in Climate-Energy Analysis for a Smart Environment.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Comprehensive cough data analysis on CODA TB.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Computational Estimation by Scientific Data Mining with Classical Methods to Automate Learning Strategies of Scientists.
ACM Trans. Knowl. Discov. Data, 2022

Human-Robot Collaboration With Commonsense Reasoning in Smart Manufacturing Contexts.
IEEE Trans Autom. Sci. Eng., 2022

Prediction Tool on Fine Particle Pollutants and Air Quality for Environmental Engineering.
SN Comput. Sci., 2022

Management of Implicit Requirements Data in Large SRS Documents: Taxonomy and Techniques.
SIGMOD Rec., 2022

HiSAT: Hierarchical Framework for Sentiment Analysis on Twitter Data.
Proceedings of the Intelligent Systems and Applications, 2022

Enriching Smart Cities by Optimizing Electric Vehicle Ride-Sharing through Game Theory.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

CSK-SNIFFER: Commonsense Knowledge for Sniffing Object Detection Errors.
Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

A Framework for German-English Machine Translation with GRU RNN.
Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

Ishikawa, JESS, and Visual Analytics for Engineering.
Proceedings of the IEEE International Conference on Big Data, 2022

Evolving Perceptions of Mental Health on Social Media and their Medical Impacts.
Proceedings of the IEEE International Conference on Big Data, 2022

Inferring Phylogenetic Relationships using the Smith-Waterman Algorithm and Hierarchical Clustering.
Proceedings of the IEEE International Conference on Big Data, 2022

CSK-Detector: Commonsense in object detection.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
COVID and social media: analysis of COVID-19 and social media trends for smart living and healthcare.
SIGWEB Newsl., 2021

Can Robots Get Some Human Rights? A Cross-Disciplinary Discussion.
J. Robotics, 2021

Mining GIS Data to Predict Urban Sprawl.
CoRR, 2021

Common Sense Knowledge, Ontology and Text Mining for Implicit Requirements.
CoRR, 2021

Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition.
CoRR, 2021

Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss.
CoRR, 2021

Information to Wisdom: Commonsense Knowledge Extraction and Compilation.
Proceedings of the WSDM '21, 2021

Search Methods in Motion Planning for Mobile Robots.
Proceedings of the Intelligent Systems and Applications, 2021

SeVa: A Food Donation App for Smart Living.
Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

Mining Learner-friendly Security Patterns from Huge Published Histories of Software Applications for an Intelligent Tutoring System in Secure Coding.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Multispectral Drone Data Analysis on Coastal Dunes.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Automating the Classification of Requirements Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability.
SIGWEB Newsl., 2020

Using Commonsense Knowledge and Text Mining for Implicit Requirements Localization.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

An Ordinance-Tweet Mining App to Disseminate Urban Policy Knowledge for Smart Governance.
Proceedings of the Responsible Design, Implementation and Use of Information and Communication Technology, 2020

Item-Based Collaborative Filtering and Association Rules for a Baseline Recommender in E-Commerce.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Transfer learning for decision support in Covid-19 detection from a few images in big data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

LSOMP: Large Scale Ordinance Mining Portal.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Task quality optimization in collaborative robotics.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Public opinion matters: mining social media text for environmental management.
SIGWEB Newsl., 2019

Ubiquitous Access for Local Water Management Through HCI Based App Development.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

A Hive and SQL Case Study in Cloud Data Analytics.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Identifying Implicit Requirements in SRS Big Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

WordPrep: Word-based Preposition Prediction Tool.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
The DevOps Paradigm with Cloud Data Analytics for Green Business Applications.
SIGKDD Explor., 2018

Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Sentiment Analysis of Twitter Data with Hybrid Learning for Recommender Applications.
Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

Smart Governance Through Opinion Mining of Public Reactions on Ordinances.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Object Detection with Neural Models, Deep Learning and Common Sense to Aid Smart Mobility.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Pragmatics and Semantics to Connect Specific Local Laws with Public Reactions.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Commonsense Knowledge in Machine Intelligence.
SIGMOD Rec., 2017

Urban legislation assessment by data analytics with smart city characteristics.
Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

Enhancing Autonomous Vehicles with Commonsense: Smart Mobility in Smart Cities.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2016
Supervised Learning Techniques in Mobile Device Apps for Androids.
SIGKDD Explor., 2016

Ontology based meta knowledge extraction with Semantic Web tools for ubiquitous computing.
Proceedings of the 7th IEEE Annual Ubiquitous Computing, 2016

Air quality assessment from social media and structured data: Pollutants and health impacts in urban planning.
Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

2015
Dissertation Research Problems in Data Management and Related Areas.
SIGMOD Rec., 2015

A Framework for Collocation Error Correction in Web Pages and Text Documents.
SIGKDD Explor., 2015

The Greening of Data Centers with Cloud Technology.
Int. J. Cloud Appl. Comput., 2015

Scalable Learning Technologies for Big Data Mining.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
A Panorama of Imminent Doctoral Research in Data Mining.
SIGMOD Rec., 2014

A call for energy efficiency in data centers.
SIGMOD Rec., 2014

New Research Directions in Knowledge Discovery and Allied Spheres.
SIGKDD Explor., 2014

PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction.
ACM Trans. Knowl. Discov. Data, 2013

Databases, information retrieval and knowledge management: exploring paths and crossing bridges.
SIGMOD Rec., 2013

Predictive analysis of engine health for decision support.
SIGKDD Explor., 2013

QuenchML: A semantics-preserving markup language for knowledge representation in quenching.
Artif. Intell. Eng. Des. Anal. Manuf., 2013

Decision Support in Data Centers for Sustainability.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Cloud Based Predictive Analytics: Text Classification, Recommender Systems and Decision Support.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012
Discovering interesting information with advances in web technology.
SIGKDD Explor., 2012

Analyzing utilization rates in data centers for optimizing energy management.
Proceedings of the 2012 International Green Computing Conference, 2012

PIKM 2012: 5th ACM workshop for PhD students in information and knowledge management.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Cloud computing for environment-friendly data centers.
Proceedings of the Fourth International Workshop on Cloud Data Management, 2012

2011
The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective
CoRR, 2011

Chernoff Dimensionality Reduction-Where Fisher Meets FKT.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

The Deployment of MML for Data Analytics over the Cloud.
Proceedings of the Data Mining Workshops (ICDMW), 2011

The hidden web, XML and the Semantic Web: scientific data management perspectives.
Proceedings of the EDBT 2011, 2011

SITAC: discovering <i>semantically identical temporally altering concepts</i> in text archives.
Proceedings of the EDBT 2011, 2011

2010
Emerging multidisciplinary research across database management systems.
SIGMOD Rec., 2010

Automatic Classification of Article Errors in L2 Written English.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

A decision support system for green data centers.
Proceedings of the Third Ph.D. Workshop on Information and Knowledge Management, 2010

PIKM 2010: ACM workshop for ph.d. students in information and knowledge management.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Incorporating terminology evolution for query translation in text retrieval with association rules.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Intelligent Time-Aware Query Translation for Text Sources.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Challenging research issues in data mining, databases and information retrieval.
SIGKDD Explor., 2009

Knowledge Discovery over the Deep Web, Semantic Web and XML.
Proceedings of the Database Systems for Advanced Applications, 2009

2008
Advances in information and knowledge management.
SIGIR Forum, 2008

Comparing mathematical and heuristic approaches for scientific data analysis.
Artif. Intell. Eng. Des. Anal. Manuf., 2008

Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets.
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

2007
LearnMet: learning domain-specific distance metrics for plots of scientific functions.
Multim. Tools Appl., 2007

AutoDomainMine: a graphical data mining system for process optimization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Learning the Relative Importance of Features in Image Data.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

2006
Mining Images of Material Nanostructure Data.
Proceedings of the Distributed Computing and Internet Technology, 2006

Designing semantics-preserving cluster representatives for scientific input conditions.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Integrating Clustering and Classification for Estimating Process Variables in Materials Science.
Proceedings of the Proceedings, 2006

2005
Learning semantics-preserving distance metrics for clustering graphical data.
Proceedings of the 6th international workshop on Multimedia data mining, 2005

2004
Apriori algorithm and game-of-life for predictive analysis in materials science.
Int. J. Knowl. Based Intell. Eng. Syst., 2004

Semantic Extensions to Domain-Specific Markup Languages.
Proceedings of the 2nd International Conference Computing, 2004

2003
QuenchMinerTM: Decision Support for Optimization of Heat Treating Processes.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

2002
MEDWRAP: Consistent View Maintenance over Distributed Multi-relation Sources.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002


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