Jaideep Srivastava

Orcid: 0000-0001-9385-7545

Affiliations:
  • Qatar Foundation, Doha, Qatar
  • University of Minnesota, Minneapolis, MN, USA
  • University of California Berkeley, CA, USA (PhD 1988)


According to our database1, Jaideep Srivastava authored at least 311 papers between 1986 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2004, "For contributions to the development of models and metrics for multimedia information processing.".

Timeline

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Bibliography

2024
Influence of emotions on coping behaviors in crisis: a computational analysis of the COVID-19 outbreak.
J. Comput. Soc. Sci., October, 2024

Boosting cluster tree with reciprocal nearest neighbors scoring.
Eng. Appl. Artif. Intell., January, 2024

Low-Light Phase Retrieval With Implicit Generative Priors.
IEEE Trans. Image Process., 2024

Impact Of Emotions on Information Seeking And Sharing Behaviors During Pandemic.
CoRR, 2024

LoDIP: Low light phase retrieval with deep image prior.
CoRR, 2024

A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time.
CoRR, 2024

Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction.
CoRR, 2024

Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

SkOTaPA: A Dataset for Skepticism Detection in Online Text after Persuasion Attempt.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Scalable clustering by aggregating representatives in hierarchical groups.
Pattern Recognit., April, 2023

Do Socialization Restrictions Prevent Restaurants from Becoming Covid Hotspots?
CoRR, 2023

Behavioral Forensics in Social Networks: Identifying Misinformation, Disinformation and Refutation Spreaders Using Machine Learning.
CoRR, 2023

Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning.
CoRR, 2023

Embarrassingly Simple MixUp for Time-series.
CoRR, 2023

2022
Fake news spreader detection using trust-based strategies in social networks with bot filtration.
Soc. Netw. Anal. Min., 2022

Decompensation Prediction for Hospitalized COVID-19 Patients.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Reduce the Cold Start of COVID-19 In-hospital Mortality Prediction Models via Transfer Learning.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

AdBERT: An Effective Few Shot Learning Framework for Aligning Tweets to Superbowl Advertisements.
Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

2021
University Operations During a Pandemic: A Flexible Decision Analysis Toolkit.
ACM Trans. Manag. Inf. Syst., 2021

Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting.
IEEE Trans. Knowl. Data Eng., 2021

Hierarchical clustering by aggregating representatives in sub-minimum-spanning-trees.
CoRR, 2021

PARIS: Personalized Activity Recommendation for Improving Sleep Quality.
CoRR, 2021

MOOCRep: A Unified Pre-trained Embedding of MOOC Entities.
CoRR, 2021

Assessing Individual and Community Vulnerability to Fake News in Social Networks.
CoRR, 2021

Continual Deterioration Prediction for Hospitalized COVID-19 Patients.
CoRR, 2021

An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset.
CoRR, 2021

Learning Student Interest Trajectory for MOOCThread Recommendation.
CoRR, 2021

SCARLET: Explainable Attention Based Graph Neural Network for Fake News Spreader Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

IACN: Influence-Aware and Attention-Based Co-evolutionary Network for Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Using Deep Learning for Individual-Level Predictions of Adherence with Growth Hormone Therapy.
Proceedings of the Public Health and Informatics, 2021

A Data-Driven Intervention Framework for Improving Adherence to Growth Hormone Therapy Based on Clustering Analysis and Traffic Light Alerting Systems.
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

Defining and Monitoring Patient Clusters Based on Therapy Adherence in Sleep Apnea Management.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Facilitating CPAP Adherence with Personalized Recommendations Using Artificial Neural Networks.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
Learning Student Interest Trajectory for MOOC Thread Recommendation.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Epidemiology Inspired Framework for Fake News Mitigationin Social Networks.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

RKT: Relation-Aware Self-Attention for Knowledge Tracing.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Detecting Fake News Spreaders in Social Networks using Inductive Representation Learning.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019
Using Clinical Notes with Time Series Data for ICU Management.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Data-Driven Approach for Continuous Adherence Predictions in Sleep Apnea Therapy Management.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Evaluating vulnerability to fake news in social networks: a community health assessment model.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Finding your social space: empirical study of social exploration in multiplayer online games.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

On churn and social contagion.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Adversarial Unsupervised Representation Learning for Activity Time-Series.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Online Healthcare Management.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Data Mining Techniques for Social Networks Analysis.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Utilizing computational trust to identify rumor spreaders on Twitter.
Soc. Netw. Anal. Min., 2018

Resilience analytics: coverage and robustness in multi-modal transportation networks.
EPJ Data Sci., 2018

Impact of News Organizations' Trustworthiness and Social Media Activity on Audience Engagement.
CoRR, 2018

Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF.
CoRR, 2018

ML Approach for Early Detection of Sleep Apnea Treatment Abandonment: A Case Study.
Proceedings of the 2018 International Conference on Digital Health, 2018

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Research dataset discovery from research publications using web context.
Web Intell., 2017

Formation and Reciprocation of Dyadic Trust.
ACM Trans. Internet Techn., 2017

Effective Urban Structure Inference from Traffic Flow Dynamics.
IEEE Trans. Big Data, 2017

Erratum to: Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.
BMC Medical Informatics Decis. Mak., 2017

Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.
BMC Medical Informatics Decis. Mak., 2017

Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning.
CoRR, 2017

The Quantified City: Sensing Dynamics in Urban Setting.
CoRR, 2017

Leveraging web resources for keyword assignment to short text documents.
CoRR, 2017

The Science of Sweet Dreams: Predicting Sleep Efficiency from Wearable Device Data.
Computer, 2017

On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment.
Proceedings of the Social Informatics, 2017

Weighted Simplicial Complex: A Novel Approach for Predicting Small Group Evolution.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Advanced Computation of Sparse Precision Matrices for Big Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

The 360QS Toolkit for Sleep and Physical Activity Analysis Based on Wearables.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Visualization of Wearable Data and Biometrics for Analysis and Recommendations in Childhood Obesity.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

From Retweet to Believability: Utilizing Trust to Identify Rumor Spreaders on Twitter.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Participatory Health Informatics for Data-Driven Precision Medicine.
Proceedings of the AMIA 2017, 2017

2016
Mining Influencers Using Information Flows in Social Streams.
ACM Trans. Knowl. Discov. Data, 2016

Enabling Rapid Classification of Social Media Communications During Crises.
Int. J. Inf. Syst. Crisis Response Manag., 2016

Social network regularized Sparse Linear Model for Top-N recommendation.
Eng. Appl. Artif. Intell., 2016

Impact of Physical Activity on Sleep: A Deep Learning Based Exploration.
CoRR, 2016

Querying and Tracking Influencers in Social Streams.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages.
Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

Robust Automated Human Activity Recognition and Its Application to Sleep Research.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

A Multiplex Approach to Urban Mobility.
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

Trustingness & trustworthiness: A pair of complementary trust measures in a social network.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Computational Aspects of Social Network Analysis.
Sci. Program., 2015

Automatic instance selection via locality constrained sparse representation for missing value estimation.
Knowl. Based Syst., 2015

360 Quantified Self.
CoRR, 2015

Just in Time Recommendations: Modeling the Dynamics of Boredom in Activity Streams.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Rare Class Detection in Networks.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

360-degree Quantified Self.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Predicting Small Group Accretion in Social Networks: A topology based incremental approach.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Data Mining.
Encyclopedia of Social Network Analysis and Mining, 2014

Online Healthcare Management.
Encyclopedia of Social Network Analysis and Mining, 2014

Exploiting small world property for network clustering.
World Wide Web, 2014

Topic formation and development: a core-group evolving process.
World Wide Web, 2014

Finding influencers in networks using social capital.
Soc. Netw. Anal. Min., 2014

Predicting Multi-actor collaborations using Hypergraphs.
CoRR, 2014

Robust Feature Selection Technique Using Rank Aggregation.
Appl. Artif. Intell., 2014

Behavioral data mining and network analysis in massive online games.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Generating Semantic Annotations For Research Datasets.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Scalable Information Flow Mining in Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

A hazard based approach to user return time prediction.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Leveraging the web for automating tag expansion for low-content items.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Understanding co-evolution in large multi-relational social networks.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

DataGopher: Context-based search for research datasets.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Clinical Decision Making: A Framework for Predicting Rx Response.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013
Robust features of trust in social networks.
Soc. Netw. Anal. Min., 2013

On Reciprocity in Massively Multi-player Online Game Networks
CoRR, 2013

Cliques in complex networks reveal link formation and community evolution
CoRR, 2013

Leveraging Web Intelligence for Finding Interesting Research Datasets.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Automating Document Annotation Using Open Source Knowledge.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Bot Detection Based on Social Interactions in MMORPGs.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Incongruity Versus Incongruity Resolution.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Predicting MMO Player Gender from In-Game Attributes Using Machine Learning Models.
Proceedings of the Predicting Real World Behaviors from Virtual World Data @ SocialCom 2013, 2013

On the Problem of Predicting Real World Characteristics from Virtual Worlds.
Proceedings of the Predicting Real World Behaviors from Virtual World Data @ SocialCom 2013, 2013

Identifying a Typology of Players Based on Longitudinal Game Data.
Proceedings of the Predicting Real World Behaviors from Virtual World Data @ SocialCom 2013, 2013

Community Detection with Prior Knowledge.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Social patterns: Community detection using behavior-generated network datasets.
Proceedings of the 2nd IEEE Network Science Workshop, 2013

Weighted node degree centrality for hypergraphs.
Proceedings of the 2nd IEEE Network Science Workshop, 2013

Measuring spontaneous devaluations in user preferences.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Improving classification accuracy of youtube videos by exploiting focal points in social tags.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Impact of Density of Lab Data in EHR for Prediction of Potentially Preventable Events.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Detection of Precursors to Aviation Safety Incidents Due to Human Factors.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Content-centric flow mining for influence analysis in social streams.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Social capital: the power of influencers in networks.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Dynamics of trust reciprocation in multi-relational networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Socialization and trust formation: a mutual reinforcement? An exploratory analysis in an online virtual setting.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

TeamSkill and the NBA: applying lessons from virtual worlds to the real-world.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Guilt by association?: network based propagation approaches for gold farmer detection.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Improving bagging performance through multi-algorithm ensembles.
Frontiers Comput. Sci., 2012

Business and data analytics: New innovations for the management of e-commerce.
Electron. Commer. Res. Appl., 2012

Contextual Anomaly Detection in Text Data.
Algorithms, 2012

Automatic Detection of Compromised Accounts in MMORPGs.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

The Ones that Got Away: False Negative Estimation Based Approaches for Gold Farmer Detection.
Proceedings of the 2012 International Conference on Privacy, 2012

Characterizing the Internet's Sense of Humor.
Proceedings of the 2012 International Conference on Privacy, 2012

User Behavior Modelling Approach for Churn Prediction in Online Games.
Proceedings of the 2012 International Conference on Privacy, 2012

Love All, Trust a Few: Link Prediction for Trust and Psycho-social Factors in MMOs.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

TeamSkill Evolved: Mixed Classification Schemes for Team-Based Multi-player Games.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Early Prediction of Potentially Preventable Events in Ambulatory Care Sensitive Admissions from Clinical Data.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Improved Feature Selection for Hematopoietic Cell Transplantation Outcome Prediction using Rank Aggregation.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2011
Mining temporal patterns in popularity of web items.
Inf. Sci., 2011

What can gold farmers teach us about criminal networks?
XRDS, 2011

A framework for evaluating network measures for functional importance.
Proceedings of the 20th International Conference on World Wide Web, 2011

<i>Sic transit gloria mundi virtuali</i>?: promise and peril in the computational social science of clandestine organizing.
Proceedings of the Web Science 2011, 2011

Data Mining as a Key Enabler of Computational Social Science.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

Guild Play in MMOGs: Rethinking Common Group Dynamics Models.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

An Exploratory Study of Player Performance, Motivation, and Enjoyment in Massively Multiplayer Online Role-Playing Games.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

An Exploratory Study of Player and Team Performance in Multiplayer First-Person-Shooter Games.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Churn Prediction in MMORPGs Using Player Motivation Theories and an Ensemble Approach.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Illicit Bits: Detecting and Analyzing Contraband Networks in Massively Multiplayer Online Games.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Trust Me, I'm an Expert: Trust, Homophily and Expertise in MMOs.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Exploration of Robust Features of Trust Across Multiple Social Networks.
Proceedings of the Fifth IEEE Conference on Self-Adaptive and Self-Organizing Systems, 2011

TeamSkill: Modeling Team Chemistry in Online Multi-player Games.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Augmenting Image Processing with Social Tag Mining for Landmark Recognition.
Proceedings of the Advances in Multimedia Modeling, 2011

Trust Amongst Rogues? A Hypergraph Approach for Comparing Clandestine Trust Networks in MMOGs.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Effects of Mentoring on Player Performance in Massively Multiplayer Online Role-Playing Games (MMORPGs).
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Modeling Player Performance in Massively Multiplayer Online Role-Playing Games: The Effects of Diversity in Mentoring Network.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Towards Analyzing Adversarial Behavior in Clandestine Networks.
Proceedings of the Applied Adversarial Reasoning and Risk Modeling, 2011

2010
Distortion-free predictive streaming time-series matching.
Inf. Sci., 2010

Unsupervised Learning Based Distributed Detection of Global Anomalies.
Int. J. Inf. Technol. Decis. Mak., 2010

Social Multimedia Computing.
Computer, 2010

Team Performance Prediction in Massively Multiplayer Online Role-Playing Games (MMORPGs).
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Dark Gold: Statistical Properties of Clandestine Networks in Massively Multiplayer Online Games.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Network Exchange in Trust Networks.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

The Many Faces of Mentoring in an MMORPG.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Player Performance Prediction in Massively Multiplayer Online Role-Playing Games (MMORPGs).
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Relationship between Diversity and Correlation in Multi-Classifier Systems.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Sequence Alignment Based Analysis of Player Behavior in Massively Multiplayer Online Role-Playing Games (MMORPGs).
Proceedings of the ICDMW 2010, 2010

A Generalized Linear Threshold Model for Multiple Cascades.
Proceedings of the ICDM 2010, 2010

Link Prediction Across Multiple Social Networks.
Proceedings of the ICDMW 2010, 2010

Behavioral profiles of character types in EverQuest II.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

GTPA: A Generative Model For Online Mentor-Apprentice Networks.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data.
Proceedings of the New Frontiers in Applied Data Mining, 2009

Diversity in Combinations of Heterogeneous Classifiers.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Theoretically Optimal Distributed Anomaly Detection.
Proceedings of the ICDM Workshops 2009, 2009

Inferring Player Rating from Performance Data in Massively Multiplayer Online Role-Playing Games (MMORPGs).
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Churn Prediction in MMORPGs: A Social Influence Based Approach.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGs.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

What's behind topic formation and development: a perspective of community core groups.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Analytical Customer Relationship Management.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report.
SIGKDD Explor., 2008

Predicting trusts among users of online communities: an epinions case study.
Proceedings of the Proceedings 9th ACM Conference on Electronic Commerce (EC-2008), 2008

An Ontology-Based Integrated Assessment Framework for High-Assurance Systems.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

I/O Scalable Bregman Co-clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Building a web of trust without explicit trust ratings.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

Analysis of Social Networks and Group Dynamics from Electronic Communication.
Proceedings of the Next Generation of Data Mining., 2008

2007
Tag-Splitting: Adaptive Collision Arbitration Protocols for RFID Tag Identification.
IEEE Trans. Parallel Distributed Syst., 2007

WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report.
SIGKDD Explor., 2007

A probabilistic approach to modeling and estimating the QoS of web-services-based workflows.
Inf. Sci., 2007

Analysis of Cognitive Social and Knowledge Networks from Electronic Communication.
Int. J. Semantic Comput., 2007

PWave: A Multi-source Multi-sink Anycast Routing Framework for Wireless Sensor Networks.
Proceedings of the NETWORKING 2007. Ad Hoc and Sensor Networks, 2007

Impact of social influence in e-commerce decision making.
Proceedings of the 9th International Conference on Electronic Commerce: The Wireless World of Electronic Commerce, 2007

2006
WebKDD 2006: web mining and web usage analysis post-workshop report.
SIGKDD Explor., 2006

Adaptive binary splitting for efficient RFID tag anti-collision.
IEEE Commun. Lett., 2006

PSRA: A Data Model for Managing Data in Sensor Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

Incorporating Concept Hierarchies into Usage Mining Based Recommendations.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

Incorporating Usage Information into Average-Clicks Algorithm.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

eSENSE: energy efficient stochastic sensing framework scheme for wireless sensor platforms.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Divide and conquer approach for efficient pagerank computation.
Proceedings of the 6th International Conference on Web Engineering, 2006

Design and Performance Evaluation of Fail-over and Recovery Strategies for Large-Scale Multimedia Storage Systems.
Proceedings of the 14th IEEE International Conference on Networks, 2006

Who Thinks Who Knows Who? Socio-cognitive Analysis of Email Networks.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Concept-Aware Ranking: Teaching an Old Graph New Moves.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
QoS-Aware Admission Control and Dynamic Resource Provisioning Framework in Ubiquitous Multimedia Computing Environments.
J. Supercomput., 2005

Incremental page rank computation on evolving graphs.
Proceedings of the 14th international conference on World Wide Web, 2005

WICER: A Weighted Inter-Cluster Edge Ranking for Clustered Graphs.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Estimating missed actual positives using independent classifiers.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

USER: User-Sensitive Expert Recommendations for Knowledge-Dense Environments.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005

Spatial Clustering of Chimpanzee Locations for Neighborhood Identification.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Selecting Structural Patterns for Classification.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Feature Mining for Prediction of Degree of Liver Fibrosis.
Proceedings of the AMIA 2005, 2005

2004
Blocking Reduction Strategies in Hierarchical Text Classification.
IEEE Trans. Knowl. Data Eng., 2004

Selecting the right objective measure for association analysis.
Inf. Syst., 2004

Mining Temporally Changing Web Usage Graphs.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2004

Estimation of False Negatives in Classification.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

A Probabilistic QoS Model and Computation Framework for Web Services-Based Workflows.
Proceedings of the Conceptual Modeling, 2004


2003
Web Business Intelligence: Mining the Web for Actionable Knowledge.
INFORMS J. Comput., 2003

A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

Coverage-Aware Proxy Placement for Dynamic Content Management over the Internet.
Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 2003

Experiences with Media-Integrated Distributed Control for C4IApplications in Global Military Infosphere.
Proceedings of the Web Communication Technologies and Internet-Related Social Issues, 2003

2002
Error spreading: a perception-driven approach to handling error in continuous media streaming.
IEEE/ACM Trans. Netw., 2002

Efficient Aggregation Algorithms for Compressed Data Warehouses.
IEEE Trans. Knowl. Data Eng., 2002

WEBKDD 2002 - Web Mining for Usage Patterns & Profiles.
SIGKDD Explor., 2002

QoS-adaptive bandwidth scheduling in continuous media streaming.
Inf. Softw. Technol., 2002

Web Mining.
Data Min. Knowl. Discov., 2002

A Case for Analytical Customer Relationship Management.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Selecting the right interestingness measure for association patterns.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

High Performance Information and Network Services for Multimedia-Integrated Distributed Control.
Proceedings of the 6th Joint Conference on Information Science, 2002

Experiences with Evaluating System QoS and Channel Performance on Media-On-Demand Systems.
Proceedings of the 22nd International Conference on Distributed Computing Systems, 2002

2001
Normal forms and syntactic completeness proofs for functional independencies.
Theor. Comput. Sci., 2001

An Algebraic QoS-Based Resource Allocation Model for Competitive Multimedia Applications.
Multim. Tools Appl., 2001

2000
Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data.
SIGKDD Explor., 2000

WEBKDD 2000 - Web Mining for E-Commerce.
SIGKDD Explor., 2000

SMDP: Minimizing Buffer Requirements for Continuous Media Servers.
Multim. Syst., 2000

Efficient Aggregation Algorithms on Very Large Compressed Data Warehouses.
J. Comput. Sci. Technol., 2000

QoS-based evaluation of file systems and distributed system services for continuous media provisioning.
Inf. Softw. Technol., 2000

Experiences with an object oriented framework for distributed control applications.
ACM Comput. Surv., 2000

Automatic personalization based on Web usage mining.
Commun. ACM, 2000

Indirect Association: Mining Higher Order Dependencies in Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Web mining for e-commerce (workshop session - title only).
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

An Adaptive, Perception-Driven Error Spreading Scheme in Continuous Media Streaming.
Proceedings of the 20th International Conference on Distributed Computing Systems, 2000

Reserve-based disk admission control and bandwidth scheduling strategy for continuous media servers.
Proceedings of the Proceedings Ninth International Conference on Computer Communications and Networks, 2000

A Market-based Resource Management and QoS Support Framework for Distributed Multimedia Systems.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999
Warehouse Creation - A Potential Roadblock to Data Warehousing.
IEEE Trans. Knowl. Data Eng., 1999

Strategic Replication of Video Files in a Distributed Environment.
Multim. Tools Appl., 1999

Experimental Evaluation of Loss Perception in Continuous Media.
Multim. Syst., 1999

Data Preparation for Mining World Wide Web Browsing Patterns.
Knowl. Inf. Syst., 1999

First 20 Precision Among World Web Search Services (Search Engines).
J. Am. Soc. Inf. Sci., 1999

Test and evaluation of distributed information system networks.
Ann. Softw. Eng., 1999

Aggregation Algorithms for Very Large Compressed Data Warehouses.
Proceedings of the VLDB'99, 1999

Event Detection from Time Series Data.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Discovery of Interesting Usage Patterns from Web Data.
Proceedings of the Web Usage Analysis and User Profiling, 1999

An Analytical QoS-based Resource Management Model for Multimedia Applications.
Proceedings of the Internet, Multimedia Systems and Applications, 1999

Adaptive Disk Scheduling Algorithms for Video Servers.
Proceedings of the International Conference on Parallel Processing 1999, 1999

Investigating Factors Influencing QoS of Internet Phone.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Error Spreading: Reducing Bursty Errors in Continuous Media Streaming.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

High Performance Data Mining.
Proceedings of the High Performance Computing, 1999

1998
Deriving Object Oriented Federated Databases and Processing Federated Queries.
J. Syst. Integr., 1998

CORBA Evaluation of Video Streaming wrt QoS Provisioning.
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998

Pattern Directed Mining of Sequence Data.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Performance evaluation of media losses in the Continuous Media Toolkit.
Proceedings of the 1998 International Workshop on Multimedia Software Engineering, 1998

1997
I/O Scheduling for Digital Continuous Media.
Multim. Syst., 1997

Evaluating Object DBMSs for Multimedia.
IEEE Multim., 1997

Tableaux for Functional Dependencies and Independencies.
Proceedings of the Automated Reasoning with Analytic Tableaux and Related Methods, 1997

Web Mining: Information and Pattern Discovery on the World Wide Web.
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997

A multimedia programming toolkit/environment.
Proceedings of the 1997 International Conference on Parallel and Distributed Systems (ICPADS '97), 1997

Spatial Match Retrieval Using Signature Files for Iconic Image Databases.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

Distributed Service Paradigm for Remote Video Retrieval Request.
Proceedings of the 6th International Symposium on High Performance Distributed Computing, 1997

Experimental Evaluation of PFS Continuous Media File System.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

1996
An Evidential Reasoning Approach to Attribute Value Conflict Resolution in Database Integration.
IEEE Trans. Knowl. Data Eng., 1996

Quality of Service (QoS) Metrics for Continuous Media.
Multim. Tools Appl., 1996

Entity Identification in Database Integration.
Inf. Sci., 1996

Mining Entity-Identification Rules for Database Integration.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Minimizing Blocking Probability in a Hierarchical Storage Based VOD Server.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1996

Metrics for Evaluating ODBMSs Functionality to Support MMDBMS.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1996

Interactive Multi-User Multimedia Environments on the Internet: An Overview of DAMSEL and Its Implementation.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1996

1995
Myriad: Design and Implementation of a Federated Database Prototype.
Softw. Pract. Exp., 1995

An Algebraic Transformation Framework for Multidatabase Queries.
Distributed Parallel Databases, 1995

1994
An Array Assignment Method for Parallel Computing Systems.
Int. J. High Speed Comput., 1994

Transaction Recovery in Federated Autonomous Databases.
Distributed Parallel Databases, 1994

Data Declustering in PADMA: A PArallel Database MAnager.
IEEE Data Eng. Bull., 1994

The MYRIAD Federated Database Prototype.
Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, 1994

Scheduling Continuous Media in a Video-On-Demand Server.
Proceedings of the International Conference on Multimedia Computing and Systems, 1994

Resolving Attribute Incompatibility in Database Integration: An Evidential Reasoning Approach.
Proceedings of the Tenth International Conference on Data Engineering, 1994

Performance Evaluation of Grid Based Multi-Attibute Record Declustering Methods.
Proceedings of the Tenth International Conference on Data Engineering, 1994

Query Optimization and Processing in Parallel Databases.
Proceedings of the Workshop on Parallel Processing of Discrete Optimization Problems, 1994

1993
Database Concurrency Control in Multilevel Secure Database Management Systems.
IEEE Trans. Knowl. Data Eng., 1993

A Transaction Model for Parallel Production Systems Part II: Model and Evaluation.
Int. J. Artif. Intell. Tools, 1993

A Transaction Model for Parallel Rule Execution Part I: Model and Algorithms.
Int. J. Artif. Intell. Tools, 1993

Algorithms for Loading Parallel Grid Files.
Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993

An Object-Oriented Genetics Information System.
Proceedings of the 1993 ACM/SIGAPP Symposium on Applied Computing: States of the Art and Practice, 1993

Federated Autonomous Databases: Project Overview.
Proceedings of the RIDE-IMS '93, 1993

Optimizing Multi-Join Queries in Parallel Relational Databases.
Proceedings of the 2nd International Conference on Parallel and Distributed Information Systems (PDIS 1993), 1993

Query Optimization and Processing in Federated Database Systems.
Proceedings of the CIKM 93, 1993

Concurrency Control in Federated Databases: A Dynamic Approach.
Proceedings of the CIKM 93, 1993

Multiple Query Optimization with Depth-First Branch-and-Bound and Dynamic Query Ordering.
Proceedings of the CIKM 93, 1993

1992
A formal model of trade-off between optimization and execution costs in semantic query optimization.
Data Knowl. Eng., 1992

CMD: A Multidimensional Declustering Method for Parallel Data Systems.
Proceedings of the 18th International Conference on Very Large Data Bases, 1992

On the construction of efficient match networks.
Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992

An Analytical Performance Model of Parallel Production Systems.
Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992

A High Dimensional Array Assignment Method for Parallel Computing Systems.
Proceedings of the 1992 International Conference on Parallel Processing, 1992

1991
Enhancing Real-Time DBMS Performance with Multiversion Data and Priority Based Disk Scheduling.
Proceedings of the Real-Time Systems Symposium, 1991

Experiences with IFS: a distributed image filing system.
Proceedings of the 16th Conference on Local Computer Networks, 1991

Conditional transactions: a model of computation for active databases.
Proceedings of the Fifteenth Annual International Computer Software and Applications Conference, 1991

1990
Grid Match: a basis for integrating production systems with relational databases.
Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence, 1990

Production Scheduling in Database Production Systems.
Proceedings of the First International Conference on Systems Integration, 1990

Performance Evaluation of Distributed Real Time Scheduling Algorithms.
Proceedings of the First International Conference on Systems Integration, 1990

Parallelism in Database Production Systems.
Proceedings of the Sixth International Conference on Data Engineering, 1990

Multilevel Secure Database Concurrency Control.
Proceedings of the Sixth International Conference on Data Engineering, 1990

Real-time scheduling of multiple segment tasks.
Proceedings of the Fourteenth Annual International Computer Software and Applications Conference, 1990

1989
TBSAM: An Access Method for Efficient Processing of Statistical Queries.
IEEE Trans. Knowl. Data Eng., 1989

A parallel architecture for large scale production systems.
Proceedings of the IEEE International Workshop on Tools for Artificial Intelligence: Architectures, 1989

A framework for expressing and controlling imprecision in databases.
Proceedings of the 13th Annual International Computer Software and Applications Conference, 1989

1988
Precision-Time Tradeoffs: A Paradigm for Processing Statistical Queries on Databases.
Proceedings of the Statistical and Scientific Database Management, 1988

Analytical Modeling of Materialized View Maintenance.
Proceedings of the Seventh ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1988

Efficient Algorithms for Maintenance of Large Database.
Proceedings of the Fourth International Conference on Data Engineering, 1988

A Tree Based Access Method (TBSAM) for Fast Processing of Aggregate Queries.
Proceedings of the Fourth International Conference on Data Engineering, 1988

1986
A Distributed Clustering Algorithm for Large Computer Networks.
Proceedings of the 6th International Conference on Distributed Computing Systems, 1986


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