Browsing by Author "Nagiza Samatova, Chair"
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- A Memory Hierarchy- and Network Topology-Aware Framework for Runtime Data Sharing at Scale.(2017-11-28) Zhang, Wenzhao; Nagiza Samatova, Chair; Kemafor Ogan, Member; Ranga Vatsavai, Member; Rada Chirkova, Member
- ALACRI2TY: Lossless Data Compression for Analytics-driven Query Processing.(2011-12-06) Arkatkar, Isha; Nagiza Samatova, Chair; Rada Chirkova, Member; Kemafor Ogan, Member
- Algorithms for Data-Driven Business Intelligence with Applications to Revenue Optimization and Financial Forecasting.(2018-11-30) Yang, Ruixin; Nagiza Samatova, Chair; Kemafor Ogan, Member; Dennis Bahler, Member; Steffen Heber, Member
- Data-driven Inference of Modulatory Relationship Networks and Quantitative System Feedback Prediction(2016-05-18) Gonzalez, Doel Luis; Nagiza Samatova, Chair; Rada Chirkova, Member; Kemafor Ogan, Member; Fredrick Semazzi, Member
- Discovery of Informative and Predictive Patterns in Dynamic Networks of Complex Systems.(2012-05-04) Chen, Zhengzhang; Nagiza Samatova, Chair; Fredrick Semazzi, Member; Anatoli Melechko, Member; Steffen Heber, Member
- Dynamic Data Prefetching and Layout Optimizations for High Performance Heterogeneous Data Access.(2016-07-21) Tang, Houjun; Nagiza Samatova, Chair; Kemafor Ogan, Member; Ranga Vatsavai, Member; Rada Chirkova, Member; Steffen Heber, Member
- Enabling Efficient Scientific Analytics over Extreme-scale Adaptive Mesh Refinement Data through Effective In Situ Indexing.(2016-05-02) Zou, Xiaocheng; Nagiza Samatova, Chair; Rada Chirkova, Member; Ranga Vatsavai, Member; Kemafor Ogan, Member
- Enabling Query-driven Analytics via Extreme Scale In-situ Processing.(2013-08-09) Lakshminarasimhan, Sriram; Nagiza Samatova, Chair; Xiaosong Ma, Member; Kemafor Ogan, Member; Rainer Mueller, Member
- End-to-end Noncontiguous Access Pattern Optimization for Extreme-scale Scientific Data Analytics.(2013-11-06) Jenkins, Jonathan Paul; Nagiza Samatova, Chair; Anatoli Melechko, Graduate School Representative; Xiaosong Ma, Member; Kemafor Ogan, Member; David Thuente, Member; Anatoli Melechko, Member
- Hierarchical Modularity-driven Discovery and Characterization of Network Biomarkers: Application to Bioenergy Production and Prognostics of Neurological Disorders.(2013-10-23) Padmanabhan, Kanchana; Nagiza Samatova, Chair; Kemafor Ogan, Member; Donald Bitzer, Member; Steffen Heber, Member
- The Hyperdyadic Tree Index and a Generalized Parallel, In Situ Indexing Methodology for Extreme-scale Scientific Data.(2016-01-04) Boyuka, David Andrew; Nagiza Samatova, Chair; Rada Chirkova, Member; Ranga Vatsavai, Member; Kemafor Ogan, Member
- Methods for Learning and Predicting Causal Relationships from Observational Data.(2018-12-14) Chaudhary, Mandar Sanjay; Nagiza Samatova, Chair; Steffen Heber, Member; Ranga Vatsavai, Member; Dennis Bahler, Member
- Multi-level Data Layout Optimization for Heterogeneous Access Patterns.(2013-07-10) Gong, Zhenhuan; Nagiza Samatova, Chair; Anatoli Melechko, Member; David Thuente, Member; Xiaosong Ma, Member
- Multi-objective Graph Mining Algorithms for Detecting and Predicting Communities in Complex Dynamic Networks.(2017-06-07) Bello Lander, Gonzalo Alejandro; Nagiza Samatova, Chair; Dennis Bahler, Member; Rada Chirkova, Member; Ranga Vatsavai, Member
- Preconditioner-based In Situ Data Reduction for End-to-End Throughput Optimization.(2014-05-01) Schendel, Eric Richard; Nagiza Samatova, Chair; Rada Chirkova, Graduate School Representative; Rainer Mueller, Member; Rada Chirkova, Member; Christopher Healey, Member
- Predictive Modeling of Complex Graphs as Context and Semantics Preserving Vector Spaces.(2017-12-05) Moon, Changsung; Nagiza Samatova, Chair; Steffen Heber, Member; Dennis Bahler, Member; Ranga Vatsavai, Member
- Probabilistic Models for Aspect-based Opinion Mining.(2018-05-15) Xu, Mingyang; Nagiza Samatova, Chair; Steffen Heber, Member; Ranga Vatsavai, Member; Dennis Bahler, Member
- Rationale-based Neural Networks for Justifiable Relation Extraction.(2018-12-05) Hsu, Shiou Tian; Nagiza Samatova, Chair; Dennis Bahler, Member; Kemafor Ogan, Member; Steffen Heber, Member
- Scalable Algorithms for Mining Dynamic Graphs and Hypergraphs with Applications to Anomaly Detection.(2017-12-07) Ranshous, Stephen Michael; Nagiza Samatova, Chair; Dennis Bahler, Member; Ranga Vatsavai, Member; Steffen Heber, Member
- Self-Tracking Instrumentation Agents and Analytics to Enable Knowledge Creation and Collaborative Intelligence from Analytical Workflows.(2017-05-12) Jones, Paul; Nagiza Samatova, Chair; Dennis Bahler, Member; Kathleen Vogel, Member; Rada Chirkova, Member
