Nagiza F. Samatova
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
66
Venues
29
Active years
2003–2018
Best venue rank
A*
Where they publish
- ASDM6 papers
- A*ICDM6 papers
- BCCGRID5 papers
- BEuroPar5 papers
- CADMA4 papers
- NationalIKE4 papers
- A*KDD3 papers
- BSSDBM3 papers
- CCLUSTER3 papers
- A*IJCAI3 papers
- ASC3 papers
- BICPP2 papers
- AHPDC2 papers
- CAICCSA2 papers
- A*AAAI1 paper
- BCOLING1 paper
- CCICLING1 paper
- ACIKM1 paper
- AEACL1 paper
- AFC1 paper
- NationalICNC1 paper
- AIUI1 paper
- CDEXA1 paper
- A*ICDE1 paper
- NationalFlAIRS1 paper
- NationalPSB1 paper
- NationalPPAM1 paper
- BICTAI1 paper
- NationalCOCOON1 paper
Papers
66 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2018 | AAAI | An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences. | Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza F. Samatova |
| 2018 | COLING | Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences. | Shiou Tian Hsu, Mandar S. Chaudhary, Nagiza F. Samatova |
| 2018 | KDD | Causal Relationship Prediction with Continuous Additive Noise Models. | Mandar S. Chaudhary, Nagiza F. Samatova |
| 2017 | ADMA | An Intelligent Weighted Fuzzy Time Series Model Based on a Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting. | Ruixin Yang, Mingyang Xu, Junyi He, Stephen Ranshous, Nagiza F. Samatova |
| 2017 | CICLING | Mining Aspect-Specific Opinions from Online Reviews Using a Latent Embedding Structured Topic Model. | Mingyang Xu, Ruixin Yang, Paul Jones, Nagiza F. Samatova |
| 2017 | CIKM | Learning Entity Type Embeddings for Knowledge Graph Completion. | Changsung Moon, Paul Jones, Nagiza F. Samatova |
| 2017 | EACL | A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification. | Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza F. Samatova |
| 2017 | FC | Exchange Pattern Mining in the Bitcoin Transaction Directed Hypergraph. | Stephen Ranshous, Cliff A. Joslyn, Sean Kreyling, Kathleen Nowak, Nagiza F. Samatova, Curtis L. West, Samuel Winters |
| 2017 | ICNC | Real time utility-based recommendation for revenue optimization via an adaptive online Top-K high utility itemsets mining model. | Ruixin Yang, Mingyang Xu, Paul Jones, Nagiza F. Samatova |
| 2017 | IUI | A Network-Fusion Guided Dashboard Interface for Task-Centric Document Curation. | Paul Jones, Shivani Sharma, Changsung Moon, Nagiza F. Samatova |
| 2017 | SSDBM | Mining Persistent and Discriminative Communities in Graph Ensembles. | Steve Harenberg, Mandar S. Chaudhary, Nagiza F. Samatova |
| 2016 | ADMA | Community Detection in Dynamic Attributed Graphs. | Gonzalo A. Bello, Steve Harenberg, Abhishek Agrawal, Nagiza F. Samatova |
| 2016 | ADMA | Causality-Guided Feature Selection. | Mandar S. Chaudhary, Doel L. Gonzalez II, Gonzalo A. Bello, Michael P. Angus, Dhara Desai, Steve Harenberg, P. Murali Doraiswamy, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova |
| 2016 | ADMA | Knowledge-Guided Maximal Clique Enumeration. | Steve Harenberg, Ramona G. Seay, Gonzalo A. Bello, Rada Chirkova, P. Murali Doraiswamy, Nagiza F. Samatova |
| 2016 | CCGRID | Usage Pattern-Driven Dynamic Data Layout Reorganization. | Houjun Tang, Surendra Byna, Steve Harenberg, Xiaocheng Zou, Wenzhao Zhang, Kesheng Wu, Bin Dong, Oliver Rbel, Kristofer E. Bouchard, Scott Klasky, Nagiza F. Samatova |
| 2016 | CCGRID | AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications. | Wenzhao Zhang, Houjun Tang, Steve Harenberg, Surendra Byna, Xiaocheng Zou, Dharshi Devendran, Daniel F. Martin, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F. Samatova |
| 2016 | ICPP | In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses. | Houjun Tang, Suren Byna, Steve Harenberg, Wenzhao Zhang, Xiaocheng Zou, Daniel F. Martin, Bin Dong, Dharshi Devendran, Kesheng Wu, David Trebotich, Scott Klasky, Nagiza F. Samatova |
| 2016 | SDM | Online Prediction of User Actions through an Ensemble Vote from Vector Representation and Frequency Analysis Models. | Changsung Moon, Dakota Medd, Paul Jones, Steve Harenberg, William Oxbury, Nagiza F. Samatova |
| 2016 | SDM | A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations. | Stephen Ranshous, Steve Harenberg, Kshitij Sharma, Nagiza F. Samatova |
| 2015 | CCGRID | Parallel In Situ Detection of Connected Components in Adaptive Mesh Refinement Data. | Xiaocheng Zou, Kesheng Wu, David A. Boyuka II, Daniel F. Martin, Surendra Byna, Houjun Tang, Kushal Bansal, Terry J. Ligocki, Hans Johansen, Nagiza F. Samatova |
| 2015 | CLUSTER | Exploring Memory Hierarchy to Improve Scientific Data Read Performance. | Wenzhao Zhang, Houjun Tang, Xiaocheng Zou, Steve Harenberg, Qing Liu, Scott Klasky, Nagiza F. Samatova |
| 2015 | SSDBM | The hyperdyadic index and generalized indexing and query with PIQUE. | David A. Boyuka II, Houjun Tang, Kushal Bansal, Xiaocheng Zou, Scott Klasky, Nagiza F. Samatova |
| 2014 | CCGRID | Transparent in Situ Data Transformations in ADIOS. | David A. Boyuka II, Sriram Lakshminarasimhan, Xiaocheng Zou, Zhenhuan Gong, John Jenkins, Eric R. Schendel, Norbert Podhorszki, Qing Liu, Scott Klasky, Nagiza F. Samatova |
| 2014 | EuroPar | Improving Read Performance with Online Access Pattern Analysis and Prefetching. | Houjun Tang, Xiaocheng Zou, John Jenkins, David A. Boyuka II, Stephen Ranshous, Dries Kimpe, Scott Klasky, Nagiza F. Samatova |
| 2014 | EuroPar | Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes. | Xiaocheng Zou, Sriram Lakshminarasimhan, David A. Boyuka II, Stephen Ranshous, Houjun Tang, Scott Klasky, Nagiza F. Samatova |
| 2014 | SDM | Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. | Steve Harenberg, Ramona G. Seay, Stephen Ranshous, Kanchana Padmanabhan, Jitendra K. Harlalka, Eric R. Schendel, Michael P. O'Brien, Rada Chirkova, William Hendrix, Alok N. Choudhary, Vipin Kumar, Murali Doraiswamy, Nagiza F. Samatova |
| 2013 | CCGRID | PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns. | Zhenhuan Gong, David A. Boyuka II, Xiaocheng Zou, Qing Liu, Norbert Podhorszki, Scott Klasky, Xiaosong Ma, Nagiza F. Samatova |
| 2013 | EuroPar | A Generic High-Performance Method for Deinterleaving Scientific Data. | Eric R. Schendel, Steve Harenberg, Houjun Tang, Venkatram Vishwanath, Michael E. Papka, Nagiza F. Samatova |
| 2013 | HPDC | Scalable in situ scientific data encoding for analytical query processing. | Sriram Lakshminarasimhan, David A. Boyuka II, Saurabh V. Pendse, Xiaocheng Zou, John Jenkins, Venkatram Vishwanath, Michael E. Papka, Nagiza F. Samatova |
| 2013 | ICDM | Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships. | Doel L. Gonzalez, Saurabh V. Pendse, Kanchana Padmanabhan, Michael P. Angus, Isaac K. Tetteh, Shashank Srinivas, Andrea Villanes, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova |
| 2013 | IJCAI | Forecast Oriented Classification of Spatio-Temporal Extreme Events. | Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary |
| 2013 | SDM | Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. | Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi |
| 2012 | CLUSTER | Enabling Fast, Noncontiguous GPU Data Movement in Hybrid MPI+GPU Environments. | John Jenkins, James Dinan, Pavan Balaji, Nagiza F. Samatova, Rajeev Thakur |
| 2012 | CLUSTER | Improving I/O Throughput with PRIMACY: Preconditioning ID-Mapper for Compressing Incompressibility. | Neil Shah, Eric R. Schendel, Sriram Lakshminarasimhan, Saurabh V. Pendse, Terry Rogers, Nagiza F. Samatova |
| 2012 | DEXA | Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying. | John Jenkins, Isha Arkatkar, Sriram Lakshminarasimhan, Neil Shah, Eric R. Schendel, Stphane Ethier, Choong-Seock Chang, Jacqueline H. Chen, Hemanth Kolla, Scott Klasky, Robert B. Ross, Nagiza F. Samatova |
| 2012 | HPDC | ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization. | Eric R. Schendel, Saurabh V. Pendse, John Jenkins, David A. Boyuka II, Zhenhuan Gong, Sriram Lakshminarasimhan, Qing Liu, Hemanth Kolla, Jackie Chen, Scott Klasky, Robert B. Ross, Nagiza F. Samatova |
| 2012 | ICDE | ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression. | Eric R. Schendel, Ye Jin, Neil Shah, Jackie Chen, Choong-Seock Chang, Seung-Hoe Ku, Stphane Ethier, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova |
| 2012 | ICDM | Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis. | Doel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova |
| 2012 | ICPP | MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns. | Zhenhuan Gong, Terry Rogers, John Jenkins, Hemanth Kolla, Stphane Ethier, Jackie Chen, Robert B. Ross, Scott Klasky, Nagiza F. Samatova |
| 2012 | SC | Byte-precision level of detail processing for variable precision analytics. | John Jenkins, Eric R. Schendel, Sriram Lakshminarasimhan, David A. Boyuka II, Terry Rogers, Stphane Ethier, Robert B. Ross, Scott Klasky, Nagiza F. Samatova |
| 2012 | SDM | Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall. | Saurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova |
| 2011 | EuroPar | Lessons Learned from Exploring the Backtracking Paradigm on the GPU. | John Jenkins, Isha Arkatkar, John D. Owens, Alok N. Choudhary, Nagiza F. Samatova |
| 2011 | EuroPar | Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data. | Sriram Lakshminarasimhan, Neil Shah, Stphane Ethier, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova |
| 2011 | ICDM | S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. | Ye Jin, Sriram Lakshminarasimhan, Neil Shah, Zhenhuan Gong, Choong-Seock Chang, Jackie Chen, Stphane Ethier, Hemanth Kolla, Seung-Hoe Ku, Scott Klasky, Robert Latham, Robert B. Ross, Karen Schuchardt, Nagiza F. Samatova |
| 2011 | IJCAI | Biclustering-Driven Ensemble of Bayesian Belief Network Classifiers for Underdetermined Problems. | Tatdow Pansombut, William Hendrix, Zekai Jacob Gao, Brent E. Harrison, Nagiza F. Samatova |
| 2011 | IJCAI | Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. | Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova |
| 2011 | SC | ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data. | Sriram Lakshminarasimhan, John Jenkins, Isha Arkatkar, Zhenhuan Gong, Hemanth Kolla, Seung-Hoe Ku, Stphane Ethier, Jackie Chen, Choong-Seock Chang, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova |
| 2010 | ICDM | The Multiple Alignment Algorithm for Metabolic Pathways without Abstraction. | Wenbin Chen, Andrea M. Rocha, William Hendrix, Matthew C. Schmidt, Nagiza F. Samatova |
| 2010 | ICDM | Detecting and Tracking Community Dynamics in Evolutionary Networks. | Zhengzhang Chen, Kevin A. Wilson, Ye Jin, William Hendrix, Nagiza F. Samatova |
| 2010 | IKE | Improving the Performance of Bayesian Belief Network Classifiers via Decision Tree Based Feature Selection. | Tatdow Pansombut, Brent E. Harrison, Dennis R. Bahler, Nagiza F. Samatova |
| 2009 | FlAIRS | Systematic Evaluation of Convergence Criteria in Iterative Training for NLP. | Patricia Brent, Nathan David Green, Paul Breimyer, Ramya Krishnamurthy, Nagiza F. Samatova |
| 2009 | IKE | Incremental All Pairs Similarity Search for Varying Similarity Thresholds with Reduced I/O Overhead. | Amit C. Awekar, Nagiza F. Samatova, Paul Breimyer |
| 2009 | IKE | pR: Lightweight, Easy-to-Use Middleware to Plugin Parallel Analytical Computing with R. | Paul Breimyer, William Hendrix, Guruprasad Kora, Nagiza F. Samatova |
| 2009 | IKE | Web-Enabled R for Large-Scale Collaborative Data Mining: A Survey. | Paul Breimyer, Guruprasad Kora, Nagiza F. Samatova |
| 2009 | KDD | Incremental all pairs similarity search for varying similarity thresholds. | Amit C. Awekar, Nagiza F. Samatova, Paul Breimyer |
| 2009 | KDD | On perturbation theory and an algorithm for maximal clique enumeration in uncertain and noisy graphs. | William Hendrix, Matthew C. Schmidt, Paul Breimyer, Nagiza F. Samatova |
| 2009 | PSB | Pairwise Alignment of Interaction Networks by Fast Identification of Maximal Conserved Patterns. | Wenhong Tian, Nagiza F. Samatova |
| 2008 | AICCSA | Rapid and robust ranking of text documents in a dynamically changing corpus. | Byung-Hoon Park, Nagiza F. Samatova, Rajesh Munavalli, Ramya Krishnamurthy, Houssain Kettani, Al Geist |
| 2008 | SSDBM | Adaptive Request Scheduling for Parallel Scientific Web Services. | Heshan Lin, Xiaosong Ma, Jiangtian Li, Ting Yu, Nagiza F. Samatova |
| 2007 | AICCSA | The Maximum Common Subgraph Problem: Faster Solutions via Vertex Cover. | Faisal N. Abu-Khzam, Nagiza F. Samatova, Mohamad A. Rizk, Michael A. Langston |
| 2007 | PPAM | The Buffered Work-Pool Approach for Search-Tree Based Optimization Algorithms. | Faisal N. Abu-Khzam, Mohamad A. Rizk, Deema A. Abdallah, Nagiza F. Samatova |
| 2006 | ICTAI | Multi-Criterion Active Learning in Conditional Random Fields. | Christopher T. Symons, Nagiza F. Samatova, Ramya Krishnamurthy, Byung-Hoon Park, Tarik Umar, David Buttler, Terence Critchlow, David Hysom |
| 2005 | COCOON | A New Approach and Faster Exact Methods for the Maximum Common Subgraph Problem. | W. Henry Suters, Faisal N. Abu-Khzam, Yun Zhang, Christopher T. Symons, Nagiza F. Samatova, Michael A. Langston |
| 2005 | SC | Genome-Scale Computational Approaches to Memory-Intensive Applications in Systems Biology. | Yun Zhang, Faisal N. Abu-Khzam, Nicole E. Baldwin, Elissa J. Chesler, Michael A. Langston, Nagiza F. Samatova |
| 2004 | SDM | Reservoir-Based Random Sampling with Replacement from Data Stream. | Byung-Hoon Park, George Ostrouchov, Nagiza F. Samatova, Al Geist |
| 2003 | ICDM | Inference of Protein-Protein Interactions by Unlikely Profile Pair. | Byung-Hoon Park, George Ostrouchov, Gong-Xin Yu, Al Geist, Andrey Gorin, Nagiza F. Samatova |