Rajiv Ramnath
Orcid: 0000-0003-0093-8560
According to our database1,
Rajiv Ramnath
authored at least 133 papers
between 1987 and 2024.
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Bibliography
2024
CoRR, 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation.
CoRR, 2024
Recent Advances in Traffic Accident Analysis and Prediction: A Comprehensive Review of Machine Learning Techniques.
CoRR, 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data.
CoRR, 2024
Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024
Reference Implementation of Smart Scheduler: A CI-Aware, AI-Driven Scheduling Framework for HPC Workloads.
Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
2023
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
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023
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
Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022
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
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
Proceedings of the IEEE/ACM International Workshop on Education for High Performance Computing, 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
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022
2021
CoRR, 2021
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification.
CoRR, 2021
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Proceedings of the Computational Data and Social Networks - 10th International Conference, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
2020
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
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
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
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
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
2016
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
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
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
TopChurn: Maximum Entropy Churn Prediction Using Topic Models Over Heterogeneous Signals.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015
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
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
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
Comput. Networks, 2014
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014
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
Int. J. Inf. Syst. Serv. Sect., 2013
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
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
Proceedings of the IEEE Frontiers in Education Conference, 2013
Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2013
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
Proceedings of the 9th International Conference on Network and Service Management, 2013
2012
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
Proceedings of the ACM Symposium on Applied Computing, 2012
Proceedings of the IEEE Frontiers in Education Conference, 2012
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
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
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
Proceedings of the 2011 Frontiers in Education Conference, 2011
Proceedings of the 2011 Frontiers in Education Conference, 2011
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
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
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010
Proceedings of the ENTERprise Information Systems - International Conference, 2010
2009
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
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Proceedings of the Advances in Biometrics, Third International Conference, 2009
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
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
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
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
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008
2007
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
2006
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
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006
2005
Commun. ACM, 2005
Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2005), 2005
Proceedings of the 2005 OOPSLA workshop on Eclipse Technology eXchange, 2005
Proceedings of the Distributed Computing in Sensor Systems, 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
1988
IEEE Trans. Software Eng., 1988
1987
Proceedings of the Proceedings, 9th International Conference on Software Engineering, Monterey, California, USA, March 30, 1987