Huzefa Rangwala
Orcid: 0000-0003-0435-0035Affiliations:
- George Mason University, Fairfax VA, USA
According to our database1,
Huzefa Rangwala
authored at least 174 papers
between 2005 and 2024.
Collaborative distances:
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on dl.acm.org
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Bibliography
2024
2023
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection.
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
CoRR, 2022
FairEd: A Systematic Fairness Analysis Approach Applied in a Higher Educational Context.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling.
CoRR, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
FedAT: a high-performance and communication-efficient federated learning system with asynchronous tiers.
Proceedings of the International Conference for High Performance Computing, 2021
Using Role-Plays to Improve Ethical Understanding of Algorithms Among Computing Students.
Proceedings of the IEEE Frontiers in Education Conference, 2021
Proceedings of the Joint Proceedings of the Workshops at the International Conference on Educational Data Mining 2021 co-located with 14th International Conference on Educational Data Mining (EDM 2021), 2021
Using Course Evaluations and Student Data to Predict Computer Science Student Success.
Proceedings of the Joint Proceedings of the Workshops at the International Conference on Educational Data Mining 2021 co-located with 14th International Conference on Educational Data Mining (EDM 2021), 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
WLA4ND: a Wearable Dataset of Learning Activities for Young Adults with Neurodiversity to Provide Support in Education.
Proceedings of the ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Phenotype Prediction from Metagenomic Data Using Clustering and Assembly with Multiple Instance Learning (CAMIL).
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
mmASL: Environment-Independent ASL Gesture Recognition Using 60 GHz Millimeter-wave Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
FedAT: A Communication-Efficient Federated Learning Method with Asynchronous Tiers under Non-IID Data.
CoRR, 2020
CoRR, 2020
Unsupervised and Interpretable Domain Adaptation to Rapidly Filter Social Web Data for Emergency Services.
CoRR, 2020
Diversity-Based Generalization for Neural Unsupervised Text Classification under Domain Shift.
CoRR, 2020
IDMIL: an alignment-free Interpretable Deep Multiple Instance Learning (MIL) for predicting disease from whole-metagenomic data.
Bioinform., 2020
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020
Homicidal Event Forecasting and Interpretable Analysis Using Hierarchical Attention Model.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2020
Diversity-Based Generalization for Unsupervised Text Classification Under Domain Shift.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Attention Realignment and Pseudo-Labelling for Interpretable Cross-Lingual Classification of Crisis Tweets.
Proceedings of the ACM SIGKDD Workshop on Knowledge-infused Mining and Learning for Social Impact co-located with 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual) (SIGKDD 2020), 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Proceedings of the 13th International Conference on Educational Data Mining, 2020
Proceedings of the 13th International Conference on Educational Data Mining, 2020
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
Cola-GNN: Cross-location Attention based Graph Neural Networks for Long-term ILI Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Unsupervised and Interpretable Domain Adaptation to Rapidly Filter Tweets for Emergency Services.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Improving large-scale hierarchical classification by rewiring: a data-driven filter based approach.
J. Intell. Inf. Syst., 2019
Technological barriers and incentives to learning analytics adoption in higher education: insights from users.
J. Comput. High. Educ., 2019
CoRR, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-01619-7, 2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Needle in a haystack: Identifying learner posts that require urgent response in MOOC discussion forums.
Comput. Educ., 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the Social, Cultural, and Behavioral Modeling, 2018
Proceedings of the Social, Cultural, and Behavioral Modeling, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Running out of STEM: a comparative study across STEM majors of college students at-risk of dropping out early.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018
An intuitive muscle-computer interface using ultrasound sensing and Markovian state transitions.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018
2017
J. Bioinform. Comput. Biol., 2017
Int. J. Data Sci. Anal., 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
IterativE Grammar-Based Framework for Discovering Variable-Length Time Series Motifs.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Proceedings of the 10th International Conference on Educational Data Mining, 2017
Enriching Course-Specific Regression Models with Content Features for Grade Prediction.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
2016
Real-Time Classification of Hand Motions Using Ultrasound Imaging of Forearm Muscles.
IEEE Trans. Biomed. Eng., 2016
CoRR, 2016
AI Matters, 2016
Using Learning Analytics to Trace Academic Trajectories of CS and IT Students to Better Understanding Successful Pathways to Graduation (Abstract Only).
Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
A Multiple Instance Learning Framework for Identifying Key Sentences and Detecting Events.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
CAMIL: Clustering and Assembly with Multiple Instance Learning for phenotype prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
Classification methods for the analysis of LH-PCR data associated with inflammatory bowel disease patients.
Int. J. Bioinform. Res. Appl., 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
HierCost: Improving Large Scale Hierarchical Classification with Cost Sensitive Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
What Are We Teaching?: Automated Evaluation of CS Curricula Content Using Topic Modeling.
Proceedings of the eleventh annual International Conference on International Computing Education Research, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
Soc. Netw. Anal. Min., 2013
16S rRNA metagenome clustering and diversity estimation using locality sensitive hashing.
BMC Syst. Biol., 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Proceedings of the IJCAI 2013, 2013
Classifying Documents within Multiple Hierarchical Datasets Using Multi-task Learning.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
2012
J. Bioinform. Comput. Biol., 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Proceedings of the Computer Network Security, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Classification and clustering in metagenomics with unified data management and computational framework.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Proceedings of the ACM International Conference on Bioinformatics, 2012
2011
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Profiling Microbial Communities using SSU rRNA Sequence and LH-PCR Data.
Proceedings of the ISCA 3rd International Conference on Bioinformatics and Computational Biology, 2011
TAC-ELM: Metagenomic Taxonomic Classification with Extreme Learning Machines.
Proceedings of the ISCA 3rd International Conference on Bioinformatics and Computational Biology, 2011
An Information Theoretic Approach for the Analysis of RNA and DNA Binding Sites.
Proceedings of the ISCA 3rd International Conference on Bioinformatics and Computational Biology, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
2010
J. Bioinform. Comput. Biol., 2010
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010
Multiple Kernel Learning for Fold Recognition.
Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
Multi-Assay-Based Structure-Activity Relationship Models: Improving Structure-Activity Relationship Models by Incorporating Activity Information from Related Targets.
J. Chem. Inf. Model., 2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
fRMSDAlign: Protein Sequence Alignment Using Predicted Local Structure Information for Pairs with Low Sequence Identity.
Proceedings of the 6th Asia-Pacific Bioinformatics Conference, 2008
2007
2006
BMC Bioinform., 2006
2005
Bioinform., 2005
Proceedings of the AMIA 2005, 2005