Nitesh V. Chawla
Orcid: 0000-0003-3932-5956Affiliations:
- University of Notre Dame, USA
According to our database1,
Nitesh V. Chawla
authored at least 391 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2022, "For contributions to machine learning research for imbalanced data, graphs, and interdisciplinary innovations ".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on www3.nd.edu
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on orcid.org
On csauthors.net:
Bibliography
2024
Mach. Learn., September, 2024
Mach. Learn., July, 2024
Mach. Learn., June, 2024
Corrigendum: A community focused approach toward making healthy and affordable daily diet recommendations.
Frontiers Big Data, 2024
A community focused approach toward making healthy and affordable daily diet recommendations.
Frontiers Big Data, 2024
SaludConectaMX: Lessons Learned from Deploying a Cooperative Mobile Health System for Pediatric Cancer Care in Mexico.
CoRR, 2024
CoRR, 2024
CoRR, 2024
MolX: Enhancing Large Language Models for Molecular Learning with A Multi-Modal Extension.
CoRR, 2024
Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing.
CoRR, 2024
Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning.
CoRR, 2024
CoRR, 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.
CoRR, 2024
CoRR, 2024
HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks.
Proceedings of the ACM on Web Conference 2024, 2024
Are we Making Much Progress? Revisiting Chemical Reaction Yield Prediction from an Imbalanced Regression Perspective.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Designing Interactive Systems Conference, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., December, 2023
IEEE Trans. Neural Networks Learn. Syst., September, 2023
SD<sup>2</sup>: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance.
IEEE Trans. Vis. Comput. Graph., August, 2023
Information fusion via symbolic regression: A tutorial in the context of human health.
Inf. Fusion, April, 2023
IEEE Trans. Knowl. Data Eng., 2023
J. Artif. Intell. Res., 2023
Detecting Anomalies in Small Unmanned Aerial Systems via Graphical Normalizing Flows.
IEEE Intell. Syst., 2023
Representing Outcome-driven Higher-order Dependencies in Graphs of Disease Trajectories.
CoRR, 2023
CoRR, 2023
What indeed can GPT models do in chemistry? A comprehensive benchmark on eight tasks.
CoRR, 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the International Conference on Machine Learning, 2023
Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the Discovery Science - 26th International Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series.
ACM Trans. Intell. Syst. Technol., 2022
Formative Evaluation of a Tablet Application to Support Goal-Oriented Care in Community-Dwelling Older Adults.
Proc. ACM Hum. Comput. Interact., 2022
Data-driven testing program improves detection of COVID-19 cases and reduces community transmission.
npj Digit. Medicine, 2022
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
Inf. Fusion, 2022
ACM Trans. Comput. Heal., 2022
Flexibility Versus Routineness in Multimodal Health Indicators: A Sensor-based Longitudinal in Situ Study of Information Workers.
ACM Trans. Comput. Heal., 2022
Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning.
CoRR, 2022
SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance.
CoRR, 2022
CoRR, 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
RESAM: Requirements Elicitation and Specification for Deep-Learning Anomaly Models with Applications to UAV Flight Controllers.
Proceedings of the 30th IEEE International Requirements Engineering Conference, 2022
Proceedings of the Learning on Graphs Conference, 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 Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
ACM Trans. Inf. Syst., 2021
ACM Trans. Intell. Syst. Technol., 2021
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
Frontiers Digit. Health, 2021
Frontiers Big Data, 2021
Frontiers Big Data, 2021
Digit. Gov. Res. Pract., 2021
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being.
IEEE Comput. Intell. Mag., 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
A Qualitative Usability Evaluation of Tablets and Accessibility Settings by Older Adults.
Proceedings of the HCI International 2021 - Late Breaking Papers: Cognition, Inclusion, Learning, and Culture, 2021
Proceedings of the HCI International 2021 - Late Breaking Papers: Cognition, Inclusion, Learning, and Culture, 2021
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical Systems.
IEEE Trans. Big Data, 2020
Deviations from normal bedtimes are associated with short-term increases in resting heart rate.
npj Digit. Medicine, 2020
Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection.
EPJ Data Sci., 2020
CoRR, 2020
CoRR, 2020
Fuzzy Relative Willingness: Modeling Influence of Exogenous Factors in Driving Information Propagation Through a Social Network.
IEEE Access, 2020
Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Learning from Cross-Modal Behavior Dynamics with Graph-Regularized Neural Contextual Bandit.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Characterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logs.
Proceedings of the 22nd Eurographics Conference on Visualization, 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Calendar Graph Neural Networks for Modeling Time Structures in Spatiotemporal User Behaviors.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Identifying Bridge Users: the Knowledge Transfer Agents in Enterprise Collaboration Systems.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the Complex Networks & Their Applications IX, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Imputing Growth Snapshot Similarity in Early Childhood Development: A Tensor Decomposition Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Overcoming Data Sparsity in Predicting User Characteristics from Behavior through Graph Embeddings.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Multi-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Exploring Time-Varying Multivariate Volume Data Using Matrix of Isosurface Similarity Maps.
IEEE Trans. Vis. Comput. Graph., 2019
Inf. Fusion, 2019
A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Constructing Information-Lossless Biological Knowledge Graphs from Conditional Statements.
CoRR, 2019
MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting.
Proceedings of the World Wide Web Conference, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
What 30 Days Tells Us About 3 Years: Identifying Early Signs of User Abandonment and Non-Adherence.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019
From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting.
Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 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
The Role of: A Novel Scientific Knowledge Graph Representation and Construction Model.
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
Statistical Analysis and Modeling of Heterogeneous Workloads on Amazon's Public Cloud Infrastructure.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States.
Proceedings of the Extending the Boundaries of Design Science Theory and Practice, 2019
Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019
Deep Prototypical Networks for Imbalanced Time Series Classification under Data Scarcity.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
The Tesserae Project: Large-Scale, Longitudinal, <i>In Situ, </i> Multimodal Sensing of Information Workers.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Outside the Hospital Walls: Associations of Value Based Care Metrics and Community Health Factors.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Semantic Flow Graph: A Framework for Discovering Object Relationships in Flow Fields.
IEEE Trans. Vis. Comput. Graph., 2018
ACM Trans. Knowl. Discov. Data, 2018
J. Heal. Informatics Res., 2018
J. Heal. Informatics Res., 2018
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary.
J. Artif. Intell. Res., 2018
Appl. Netw. Sci., 2018
Camel: Content-Aware and Meta-path Augmented Metric Learning for Author Identification.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Who will Attend This Event Together? Event Attendance Prediction via Deep LSTM Networks.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities.
Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion, 2018
Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Leveraging health and wellness platforms to understand childhood obesity: A usability pilot of FitSpace.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
ACM Trans. Inf. Syst., 2017
Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier.
Neurocomputing, 2017
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17).
CoRR, 2017
Complex., 2017
Big Data, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the 2nd ACM International Workshop on Smart, 2017
Structural Diversity and Homophily: A Study Across More Than One Hundred Big Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017
Materials Science Literature-Patent Relevance Search: A Heterogeneous Network Analysis Approach.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
Proceedings of the 2nd International Workshop on Social Sensing, 2017
Proceedings of the Machine Learning and Knowledge Extraction, 2017
ImWalkMF: Joint matrix factorization and implicit walk integrative learning for recommendation.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
Current and Future Challenges in Mining Large Networks: Report on the Second SDM Workshop on Mining Networks and Graphs.
SIGKDD Explor., 2016
EPJ Data Sci., 2016
Gender Differences in Communication Behaviors, Spatial Proximity Patterns, and Mobility Habits.
CoRR, 2016
Influence Activation Model: A New Perspective in Social Influence Analysis and Social Network Evolution.
CoRR, 2016
Do the Young Live in a "Smaller World" Than the Old? Age-Specific Degrees of Separation in a Large-Scale Mobile Communication Network.
CoRR, 2016
Structural Diversity and Homophily: A Study Across More than One Hundred Large-Scale Networks.
CoRR, 2016
Ieee Access Special Section Editorial: Big Data Analytics for Smart and Connected Health.
IEEE Access, 2016
IEEE Access, 2016
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016
Developing health technologies for older adults: methodological and ethical considerations.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016
Proceedings of the 2016 IEEE Military Communications Conference, 2016
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
eSeniorCare: Technology for Promoting Well-Being of Older Adults in Independent Living Facilities.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
Proceedings of the 2016 International Conference on Behavioral, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Design and Evaluation of a Medication Adherence Application with Communication for Seniors in Independent Living Communities.
Proceedings of the AMIA 2016, 2016
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016
2015
Scaling and contextualizing personalized healthcare: A case study of disease prediction algorithm integration.
J. Biomed. Informatics, 2015
CoRR, 2015
Big Data, 2015
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015
Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015
Qualitatively exploring electronic portfolios: a text mining approach to measuring student emotion as an early warning indicator.
Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Being a "Dataologist": From Data to Networks to Personalized Healthcare.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline.
Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
Engagement vs Performance: Using Electronic Portfolios to Predict First Semester Engineering Student Persistence.
J. Learn. Anal., November, 2014
IEEE J. Sel. Top. Signal Process., 2014
Int. J. Data Min. Bioinform., 2014
Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread.
CoRR, 2014
CoRR, 2014
Engagement vs performance: using electronic portfolios to predict first semester engineering student retention.
Proceedings of the Learning Analytics and Knowledge Conference 2014, 2014
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Proceedings of the Mining Social Networks and Security Informatics, 2013
ACM Trans. Intell. Syst. Technol., 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 2nd IEEE Network Science Workshop, 2013
Red Black Network: Temporal and Topological Analysis of Two Intertwined Social Networks.
Proceedings of the 32th IEEE Military Communications Conference, 2013
Proceedings of the Advances in Intelligent Data Analysis XII, 2013
Proceedings of the ACM Conference on Bioinformatics, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013
2012
Prog. Artif. Intell., 2012
Data Min. Knowl. Discov., 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of the Emerging Trends in Knowledge Discovery and Data Mining - PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29, 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Predictors of short-term decay of cell phone contacts in a large scale communication network.
Soc. Networks, 2011
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science.
Stat. Anal. Data Min., 2011
Special issue on the best papers of the Conference on Intelligent Data Understanding (CIDU 2010).
Stat. Anal. Data Min., 2011
Proceedings of the Advances in Spatial and Temporal Databases, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the Discovery Science - 14th International Conference, 2011
Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
2010
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Pattern Recognit. Lett., 2010
Data Min. Knowl. Discov., 2010
BMC Bioinform., 2010
Visualizing graph dynamics and similarity for enterprise network security and management.
Proceedings of the 7th International Symposium on Visualization for Cyber Security, 2010
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the Advances in Social Computing, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
An Incremental Learning Algorithm for Non-stationary Environments and Class Imbalance.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the 16th International Conference on Management of Data, 2010
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
IEEE Trans. Syst. Man Cybern. Part B, 2009
Knowl. Inf. Syst., 2009
J. Mach. Learn. Res., 2009
Countering imbalanced datasets to improve adverse drug event predictive models in labor and delivery.
J. Biomed. Informatics, 2009
Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams.
Proceedings of the New Frontiers in Applied Data Mining, 2009
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009
Applying Learning Algorithms to Music Generation.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009
Determination of Specificity Residues in Two Component Systems using Graphlets.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009
2008
Using selective, short-term memory to improve resilience against DDoS exhaustion attacks.
Secur. Commun. Networks, 2008
Data Min. Knowl. Discov., 2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008
Proceedings of the Fourth International Conference on e-Science, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
Comput. Math. Organ. Theory, 2007
Proceedings of the 3rd Annual ACM Workshop on Mining Network Data, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Enhanced Situational Awareness: Application of DDDAS Concepts to Emergency and Disaster Management.
Proceedings of the Computational Science, 2007
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
A study in machine learning from imbalanced data for sentence boundary detection in speech.
Comput. Speech Lang., 2006
Data management and query - Estimating query result sizes for proxy caching in scientific database federations.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
2005
Learning From Labeled And Unlabeled Data: An Empirical Study Across Techniques And Domains.
J. Artif. Intell. Res., 2005
Ensembles in face recognition: tackling the extremes of high dimensionality, temporality, and variance in data.
Proceedings of the IEEE International Conference on Systems, 2005
Proceedings of the Machine Learning Challenges, 2005
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Data Mining for Imbalanced Datasets: An Overview.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
2004
J. Mach. Learn. Res., 2004
J. Biomed. Informatics, 2004
2003
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003
2002
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002
2001
Investigation of bagging-like effects and decision trees versus neural nets in protein secondary structure prediction.
Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001), 2001
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Proceedings of the IEEE International Conference on Systems, 2000
1999
Proceedings of the Large-Scale Parallel Data Mining, 1999
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998