Mohammad Al Hasan

Li Xiong

SIGWEB Newsl., 2023

Robust Node Representation Learning via Graph Variational Diffusion Networks.

[BibT_eX]

[DOI]

CoRR, 2023

A Semi-Automatic Knowledge Discovery Tool to Identify and Visualize Course Bottlenecks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Frontiers in Education Conference, 2023

Force-directed graph embedding with hops distance.

[BibT_eX]

[DOI]

Hamidreza Lotfalizadeh

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Reliability Maximization in Uncertain Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

How Does Bayesian Noisy Self-Supervision Defend Graph Convolutional Networks?

[BibT_eX]

[DOI]

Neural Process. Lett., 2022

Informative Causality Extraction from Medical Literature via Dependency-Tree-Based Patterns.

[BibT_eX]

[DOI]

J. Heal. Informatics Res., 2022

ORDSIM: Ordinal Regression for E-Commerce Query Similarity Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Deperturbation of Online Social Networks via Bayesian Label Transition.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Semantic Segmentation Approaches in Crop Row Detection.

[BibT_eX]

[DOI]

Rashed Doha

Sohel Anwar

Proceedings of the IEEE International Conference on Big Data, 2022

Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning network event sequences using long short-term memory and second-order statistic loss.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2021

Improving the Robustness of Object Detection Through a Multi-Camera-Based Fusion Algorithm Using Fuzzy Logic.

[BibT_eX]

[DOI]

Nazmuzzaman Khan

Sohel Anwar

Frontiers Artif. Intell., 2021

ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context.

[BibT_eX]

[DOI]

CoRR, 2021

RASMA: a reverse search algorithm for mining maximal frequent subgraphs.

[BibT_eX]

[DOI]

Saeed Salem

Mohammed Alokshiya

BioData Min., 2021

Non-exhaustive Learning Using Gaussian Mixture Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Deep Learning based Crop Row Detection with Online Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Real-time Detection of the More is Less Performance Anti-Pattern in MySQL Databases.

[BibT_eX]

[DOI]

Nyalia Lui

James H. Hill

Proceedings of the 24th IEEE International Symposium on Real-Time Distributed Computing, 2021

Group Link Prediction Using Conditional Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Reliability Maximization in Uncertain Graphs (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Source detection on networks using spatial temporal graph convolutional networks.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

The Role of Graphlets in Viral Processes on Networks.

[BibT_eX]

[DOI]

J. Nonlinear Sci., 2020

Anti-perturbation of Online Social Networks by Graph Label Transition.

[BibT_eX]

[DOI]

CoRR, 2020

Dynamic topic modeling of the COVID-19 Twitter narrative among U.S. governors and cabinet executives.

[BibT_eX]

[DOI]

Mohammad Javad Feizollahi

P. Jeffrey Brantingham

Proceedings of the Workshop Proceedings of the 14th International AAAI Conference on Web and Social Media, 2020

Automated Corn Ear Height Prediction Using Video-Based Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Interpretable Hawkes Process Spatial Crime Forecasting with TV-Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Android Malware Detection via Graphlet Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins Using Frequent Subgraph Mining.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding.

[BibT_eX]

[DOI]

Data Sci. Eng., 2019

Budgeted Reliability Maximization in Uncertain Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Redditors in Recovery: Text Mining Reddit to Investigate Transitions into Drug Addiction.

[BibT_eX]

[DOI]

CoRR, 2019

Characteristics of Bitcoin Transactions on Cryptomarkets.

[BibT_eX]

[DOI]

Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2019

Triangle Completion Time Prediction Using Time-Conserving Embedding.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Network Alignment Using Graphlet Signature and High Order Proximity.

[BibT_eX]

[DOI]

Aljohara Almulhim

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Lighter U-net for segmenting white matter hyperintensities in MR images.

[BibT_eX]

[DOI]

Mingchen Gao

Proceedings of the MobiQuitous 2019, 2019

Investigate Transitions into Drug Addiction through Text Mining of Reddit Data.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Dirichlet Process Gaussian Mixture for Active Online Name Disambiguation by Particle Filter.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Group Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Into the Reverie: Exploration of the Dream Market.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Neural-brane: an inductive approach for attributed network embedding.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Triangle counting in large networks: a review.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2018

Predicting interval time for reciprocal link creation using survival analysis.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2018

Incremental eigenpair computation for graph Laplacian matrices: theory and applications.

[BibT_eX]

[DOI]

Pin-Yu Chen

Soc. Netw. Anal. Min., 2018

GPU Accelerated Browser for Neuroimaging Genomics.

[BibT_eX]

[DOI]

Neuroinformatics, 2018

Special Issue Editorial.

[BibT_eX]

[DOI]

Faizan Javed

Ioana E. Marinescu

Data Sci. Eng., 2018

Representing Graphs as Bag of Vertices and Partitions for Graph Classification.

[BibT_eX]

[DOI]

Data Sci. Eng., 2018

Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes.

[BibT_eX]

[DOI]

CoRR, 2018

DyLink2Vec: Effective Feature Representation for Link Prediction in Dynamic Networks.

[BibT_eX]

[DOI]

CoRR, 2018

A Combined Representation Learning Approach for Better Job and Skill Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Predicting Virality on Networks Using Local Graphlet Frequency Distribution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Feature Selection for Classification under Anonymity Constraint.

[BibT_eX]

[DOI]

Trans. Data Priv., 2017

Bayesian Non-Exhaustive Classification for Active Online Name Disambiguation.

[BibT_eX]

[DOI]

Murat Dundar

CoRR, 2017

Name Entity Disambiguation in Anonymized Graphs using Link Analysis: A Network Embedding based Solution.

[BibT_eX]

[DOI]

CoRR, 2017

Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec.

[BibT_eX]

[DOI]

Shafiq R. Joty

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Predicting Zillow Estimation Error Using Linear Regression and Gradient Boosting.

[BibT_eX]

[DOI]

Darshan Sangani

Kelby Erickson

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

How Fast Will You Get a Response? Predicting Interval Time for Reciprocal Link Creation.

[BibT_eX]

[DOI]

Chandan K. Reddy

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Name Disambiguation in Anonymized Graphs using Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Regularized and Retrofitted models for Learning Sentence Representation with Context.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A distributed k-core decomposition algorithm on spark.

[BibT_eX]

[DOI]

Aritra Mandal

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

E-CLoG: Counting edge-centric local graphlets.

[BibT_eX]

[DOI]

Nesreen K. Ahmed

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

RAVEN: Web-based smart home exploration system through interactive pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Interactive knowledge discovery from hidden data through sampling of frequent patterns.

[BibT_eX]

[DOI]

Paola Gabriela Pesntez Cabrera

Stat. Anal. Data Min., 2016

Trust from the past: Bayesian Personalized Ranking based Link Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2016

Dis-S2V: Discourse Informed Sen2Vec.

[BibT_eX]

[DOI]

CoRR, 2016

Link Prediction in Dynamic Networks Using Graphlet.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Waiting to Be Sold: Prediction of Time-Dependent House Selling Probability.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

ACTS: Extracting Android App topologiCal signature through graphleT Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Communications and Network Security, 2016

Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams.

[BibT_eX]

[DOI]

Murat Dundar

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Interactive personalized interesting pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

PRIIME: A generic framework for interactive personalized interesting pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

An Iterative MapReduce Based Frequent Subgraph Mining Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Name disambiguation from link data in a collaboration graph using temporal and topological features.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2015

FS3: A sampling based method for top-k frequent subgraph mining.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2015

Feature Selection for Classification under Anonymity Constraint.

[BibT_eX]

[DOI]

CoRR, 2015

Incremental Method for Spectral Clustering of Increasing Orders.

[BibT_eX]

[DOI]

CoRR, 2015

TopCom: Index for Shortest Distance Query in Directed Graph.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

Finding Network Motifs Using MCMC Sampling.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks VI, 2015

Batch-mode active learning for technology-assisted review.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Graft: An Efficient Graphlet Counting Method for Large Graph Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

GUISE: a uniform sampler for constructing frequency histogram of graphlets.

[BibT_eX]

[DOI]

Mahmuda Rahman

Knowl. Inf. Syst., 2014

FS^3: A Sampling based method for top-k Frequent Subgraph Mining.

[BibT_eX]

[DOI]

CoRR, 2014

Sampling Triples from Restricted Networks using MCMC Strategy.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

FS3: A sampling based method for top-k frequent subgraph mining.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

FSM-H: Frequent Subgraph Mining Algorithm in Hadoop.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Name disambiguation from link data in a collaboration graph.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Frequent Pattern Mining Algorithms: A Survey.

[BibT_eX]

[DOI]

Charu C. Aggarwal

Proceedings of the Frequent Pattern Mining, 2014

Discrete Sequence Clustering.

[BibT_eX]

[DOI]

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

MIRAGE: An Iterative MapReduce based FrequentSubgraph Mining Algorithm.

[BibT_eX]

[DOI]

CoRR, 2013

Auto-constructing dataflow models from system execution traces.

[BibT_eX]

[DOI]

Manjula Peiris

James H. Hill

Proceedings of the 16th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2013

Characterization of the dynamics and interactions of domain names and name server.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Communications and Network Security, 2013

On segmentation of eCommerce queries.

[BibT_eX]

[DOI]

Nish Parikh

Prasad Sriram

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Approximate triangle counting algorithms on multi-cores.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Clustering Biological Data.

[BibT_eX]

Chandan K. Reddy

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Biological knowledge discovery and data mining.

[BibT_eX]

[DOI]

Sci. Program., 2012

GUISE: Uniform Sampling of Graphlets for Large Graph Analysis.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

GRAFT: an approximate graphlet counting algorithm for large graph analysis.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Interactive pattern mining on hidden data: a sampling-based solution.

[BibT_eX]

[DOI]

Snehasis Mukhopadhyay

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

SimClus: an effective algorithm for clustering with a lower bound on similarity.

[BibT_eX]

[DOI]

Saeed Salem

Knowl. Inf. Syst., 2011

Query suggestion for E-commerce sites.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

A Survey of Link Prediction in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Network Data Analytics, 2011

2010

Mining interesting subgraphs by output space sampling.

[BibT_eX]

[DOI]

SIGKDD Explor., 2010

SONNET: Efficient Approximate Nearest Neighbor Using Multi-core.

[BibT_eX]

[DOI]

Hilmi Yildirim

Abhirup Chakraborty

Proceedings of the ICDM 2010, 2010

2009

Summarization in Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Mining interesting subgraphs by output space sampling.

[BibT_eX]

[DOI]

PhD thesis, 2009

Output Space Sampling for Graph Patterns.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Robust partitional clustering by outlier and density insensitive seeding.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

MUSK: Uniform Sampling of k Maximal Patterns.

[BibT_eX]

[DOI]

Mohammed Javeed Zaki

Proceedings of the SIAM International Conference on Data Mining, 2009

Clustering with Lower Bound on Similarity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

COA: finding novel patents through text analysis.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008

ORIGAMI: A Novel and Effective Approach for Mining Representative Orthogonal Graph Patterns.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2008

Optimal placement of stereo sensors.

[BibT_eX]

[DOI]

Krishna K. Ramachandran

John E. Mitchell

Optim. Lett., 2008

An integrated, generic approach to pattern mining: data mining template library.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2008

SPARCL: Efficient and Effective Shape-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

ORIGAMI: Mining Representative Orthogonal Graph Patterns.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Assessing patent value through advanced text analysis.

[BibT_eX]

[DOI]