Rajiv Ramnath

Orcid: 0000-0003-0093-8560

According to our database1, Rajiv Ramnath authored at least 125 papers between 1987 and 2024.

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Bibliography

2024
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain.
CoRR, 2024

Creating intelligent cyberinfrastructure for democratizing AI.
AI Mag., 2024

2023
Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations.
CoRR, 2023

Judge Me in Context: A Telematics-Based Driving Risk Prediction Framework in Presence of Weak Risk Labels.
CoRR, 2023

Towards Characterizing DNNs to Estimate Training Time using HARP (HPC Application Resource (runtime) Predictor.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Insights from the HARP Framework: Using an AI-Driven Approach for Efficient Resource Allocation in HPC Scientific Workflows.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023

CrashFormer: A Multimodal Architecture to Predict the Risk of Crash.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023

End-to-End LU Factorization of Large Matrices on GPUs.
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023

Scalable Deep Metric Learning on Attributed Graphs.
Proceedings of the Computational Data and Social Networks - 12th International Conference, 2023

2022
Towards Practical, Generalizable Machine-Learning Training Pipelines to build Regression Models for Predicting Application Resource Needs on HPC Systems.
Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022

PROWESS: An Open Testbed for Programmable Wireless Edge Systems.
Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022

Retrieval Based Response Letter Generation For a Customer Care Setting.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Establishing a Generalizable Framework for Generating Cost-Aware Training Data and Building Unique Context-Aware Walltime Prediction Regression Models.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Scaling and Selecting GPU Methods for All Pairs Shortest Paths (APSP) Computations.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Will there be a construction?: predicting road constructions based on heterogeneous spatiotemporal data.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022


A Structure-Focused Deep Learning Approach for Table Recognition from Document Images.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Deep Graph Clustering with Random-walk based Scalable Learning.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

GPU Adaptive In-situ Parallel Analytics (GAP).
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021
Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning.
CoRR, 2021

Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification.
CoRR, 2021

Scaling Sparse Matrix Multiplication on CPU-GPU Nodes.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

A Framework for Accelerating Graph Convolutional Networks on Massive Datasets.
Proceedings of the Computational Data and Social Networks - 10th International Conference, 2021

LocationTrails: a federated approach to learning location embeddings.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

Constraint-embedded paraphrase generation for commercial tweets.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

2020
Tweets can tell: activity recognition using hybrid gated recurrent neural networks.
Soc. Netw. Anal. Min., 2020

MoHA: a composable system for efficient in-situ analytics on heterogeneous HPC systems.
Proceedings of the International Conference for High Performance Computing, 2020

Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention.
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

2019
Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization.
CoRR, 2019

Towards Successful Social Media Advertising: Predicting the Influence of Commercial Tweets.
CoRR, 2019

Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation.
CoRR, 2019

A Countrywide Traffic Accident Dataset.
CoRR, 2019

Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

SmartDashCam: automatic live calibration for DashCams.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Tweets can tell: activity recognition using hybrid long short-term memory model.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
GeoGame analytics - A cyber-enabled petri dish for geographic modeling and simulation.
Comput. Environ. Urban Syst., 2018

QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Phrase2VecGLM: Neural generalized language model-based semantic tagging for complex query reformulation in medical IR.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

2017
Annotation of Car Trajectories based on Driving Patterns.
CoRR, 2017

Trajectory Annotation by Discovering Driving Patterns.
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2017

Characterizing Driving Context from Driver Behavior.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Vision-track: vision based indoor tracking in anchor-free regions.
Proceedings of the 3rd Workshop on Hot Topics in Wireless, 2016

Soft-swipe: enabling high-accuracy pairing of vehicles to lanes using COTS technology.
Proceedings of the First ACM International Workshop on Smart, 2016

Ensemble of Heterogeneous Classifiers for Improving Automated Tweet Classification.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Discovery of driving patterns by trajectory segmentation.
Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium, 2016

Cost-Effective Supervised Learning Models for Software Effort Estimation in Agile Environments.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Probabilistic Sequence Modeling for Trustworthy IT Servicing by Collective Expert Networks.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Motivating dynamic features for resolution time estimation within IT operations management.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Looking at Software Sustainability and Productivity Challenges from NSF.
CoRR, 2015

TopChurn: Maximum Entropy Churn Prediction Using Topic Models Over Heterogeneous Signals.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Conflict-Driven Cooperative-Learning in Computing Courses (Abstract Only).
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015

Collaborative and Cooperative-Learning in Software Engineering Courses.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Recommendations for Achieving Service Levels within Large-scale Resolution Service Networks.
Proceedings of the 8th Annual ACM India Conference, Ghaziabad, India, October 29-31, 2015, 2015

Towards methods for systematic research on big data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Topology-Aware Correlated Network Anomaly Event Detection and Diagnosis.
J. Netw. Syst. Manag., 2014

VDPilot: feasibility study of hosting virtual desktops for classroom labs within a federated university system.
Int. J. Cloud Comput., 2014

Simulation as a service (SMaaS): a cloud-based framework to support the educational use of scientific software.
Int. J. Cloud Comput., 2014

Identifying Knowledge Brokers and Their Role in Enterprise Research through Social Media.
Computer, 2014

VDC-Analyst: Design and verification of virtual desktop cloud resource allocations.
Comput. Networks, 2014

Managing Tiny Tasks for Data-Parallel, Subsampling Workloads.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

Social Network Observatory for Innovation in Enterprise-Employee Engagement.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

Enterprise Architecture Content Model Applied to Complexity Management While Delivering IT Services.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
Stakeholder Ontology and Mining for Improving Complex Services.
Int. J. Inf. Syst. Serv. Sect., 2013

A Synergistic Framework for Geographic Question Answering.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Applying software product line engineering in building web portals for supercomputing services.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Leveraging OpenFlow for resource placement of virtual desktop cloud applications.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

An Agile Translation Process for complex innovations: An Industry/University Cooperative Research Center case study.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Innovation-directed experiential learning using service blueprints.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Impact-Driven Regression Test Selection for Mainframe Business Systems.
Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2013

Assisted Human-in-the-Loop Adaptation of Web Pages for Mobile Devices.
Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

Implementation Considerations in Enabling Visually Impaired Musicians to Read Sheet Music Using a Tablet.
Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

OnTimeSecure: Secure middleware for federated Network Performance Monitoring.
Proceedings of the 9th International Conference on Network and Service Management, 2013

2012
Multi-Resolution Multimedia QoE Models for IPTV Applications.
Int. J. Digit. Multim. Broadcast., 2012

Examining the practical challenges of an Augmented Reality cyber-infrastructure framework.
Proceedings of the ACM Symposium on Applied Computing, 2012

Using ontology-based methods for implementing role-based access control in cooperative systems.
Proceedings of the ACM Symposium on Applied Computing, 2012

Towards building large-scale distributed systems for twitter sentiment analysis.
Proceedings of the ACM Symposium on Applied Computing, 2012

Student and instructor experiences in the inverted classroom.
Proceedings of the IEEE Frontiers in Education Conference, 2012

Using Semantic Web Technologies for RBAC in Project-Oriented Environments.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

Implementation and Evaluation of Commodity Hardware and Software in an Open World Spoken Dialog Framework.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

2011
Utility-directed resource allocation in virtual desktop clouds.
Comput. Networks, 2011

Method for continuous generation of Component Business Model heat map using execution data for a complex service enterprise.
Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

Sense-respond cloud mediator architecture for services evolution.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

LENS: resource specification for wireless sensor network experimentation infrastructures.
Proceedings of the 6th ACM International Workshop on Wireless Network Testbeds, 2011

Reuse by Placement: A Paradigm for Cross-Domain Software Reuse with High Level of Granularity.
Proceedings of the Top Productivity through Software Reuse, 2011

An agile boot camp: Using a LEGO®-based active game to ground agile development principles.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Work in progress - Computer science perspectives on integration with human-centered design.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Providing end-to-end perspectives in software engineering.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Teaching students software engineering practices for micro-teams.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Student perspectives on learning through developing software for the real world.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Connecting reality with theory - An approach for creating integrative industry case studies in the software engineering curriculum.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Enabling scalability, richer experiences and ABET-accreditable learning outcomes in computer science Capstone courses through inversion of control.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Teaching object-oriented software design within the context of software frameworks.
Proceedings of the 2011 Frontiers in Education Conference, 2011

2010
From Kansei to KanseiGenie: Architecture of Federated, Programmable Wireless Sensor Fabrics.
Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010

Comprehending module dependencies and sharing.
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

BlackTie: Injecting elements of formality into enterprise social software.
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

Stakeholder-Driven Enterprise Process Model for Complex Services Adaptation.
Proceedings of the ENTERprise Information Systems - International Conference, 2010

2009
A Framework for Improving Enterprise Services by Mining Customer Edge Data.
Proceedings of the 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2009

Workshop on Integrating the Edge with the Enterprise for Planning and Management (EDGE).
Proceedings of the 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2009

The people, the process or the technology?: Using the ACE framework to make tradeoffs in service delivery improvement.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Collaborative workflow assistant for organizational effectiveness.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

An Usability Study of Continuous Biometrics Authentication.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

CitiScape Architecture for eGovernment Effectiveness.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

Document-centric collaborative spaces for increased traceability in knowledge-intensive processes.
Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems, 2009

Achieving 'handoff' traceability of complex system improvement.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2009

2008
Implementing an autonomic architecture for fault-tolerance in a wireless sensor network testbed for at-scale experimentation.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Integrating goal modeling and execution in adaptive complex enterprises.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Special track on Autonomic Computing: editorial message.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A Lightweight Binary Authentication System for Windows.
Proceedings of the Trust Management II, 2008

RED-Transaction and Goal-Model Based Analysis of Layered Security of Physical Spaces.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Enterprise Interaction Ontology for Change Impact Analysis of Complex Systems.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008

2007
A taxonomy of mobile and pervasive applications.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

2006
Kansei: A High-Fidelity Sensing Testbed.
IEEE Internet Comput., 2006

Mobility centric campus area sensor network for locality specific applications.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

WinResMon: A Tool for Discovering Software Dependencies, Configuration, and Requirements in Microsoft Windows.
Proceedings of the 20th Conference on Systems Administration (LISA 2006), 2006

Kansei: a testbed for sensing at scale.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Global Software Development for the Enterprise.
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

2005
IT-enabled sense-and-respond strategies in complex public organizations.
Commun. ACM, 2005


PFAST: an eclipse-based integrated tool workbench for facilities design.
Proceedings of the 2005 OOPSLA workshop on Eclipse Technology eXchange, 2005


1998
NIIIP-SMART: an investigation of distributed object approaches to support MES development and deployment in a virtual enterprise.
Proceedings of the Second International Enterprise Distributed Object Computing Workshop, 1998

1992
Data base design for real-time adaptations.
J. Syst. Softw., 1992

1988
A Language and System for the Construction and Tuning of Parallel Programs.
IEEE Trans. Software Eng., 1988

1987
A System for Parallel Programming.
Proceedings of the Proceedings, 9th International Conference on Software Engineering, Monterey, California, USA, March 30, 1987


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