Publications and creative works by faculty in the Department of Computer Science, College of Science and Mathematics, are collected here.

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Submissions from 2014

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A Call for Energy Efficiency in Data Centers, Michael Pawlish, Aparna Varde, Stefan Robila, and Anand Ranganathan (2014)

Combining Expert Strategies in Multimodal Classification, Jing Peng (2014)

Classifying Idiomatic and Literal Expressions using Topic Models and Intensity of Emotions, Jing Peng, Anna Feldman, and Ekaterina Vylomova (2014)

Secure and Threshold-Based Power Usage Control in Smart Grid Environments, Bharath Kumar Samanthula, Hu Chun, Wei Jiang, and Bruce M. McMillin (2014)

Privacy-Preserving Complex Query Evaluation over Semantically Secure Encrypted Data, Bharath Kumar Samanthula, Wei Jiang, and Elisa Bertino (2014)

Querying KEGG Pathways in Logic, Kazi Zakia Sultana, Anupam Bhattacharjee, and Hasan Jamil (2014)

A Panorama of Imminent Doctoral Research in Data Mining, Aparna Varde and Nikolaj Tatti (2014)

Discriminative Dictionary Learning Via Shared Latent Structure for Object Recognition and Activity Recognition, Hongcheng Wang, Hongbo Zhou, and Alan Finn (2014)

FRESH: Fair and Efficient Slot Configuration and Scheduling for Hadoop Clusters, Jiayin Wang, Yi Yao, Ying Mao, Bo Sheng, and Ningfang Mi (2014)

HaSTE: Hadoop YARN Scheduling Based on Task-Dependency and Resource-Demand, Yi Yao, Jiayin Wang, Bo Sheng, Jason Lin, and Ningfang Mi (2014)

High-Throughput Scientific Workflow Scheduling Under Deadline Constraint in Clouds, Michelle Zhu, Fei Cao, and Chase Q. Wu (2014)

Relating Diagnosability, Strong Diagnosability and Conditional Diagnosability of Strong Networks, Qiang Zhu, Guodong Guo, and Dajin Wang (2014)

Submissions from 2013

Toward Flexible and Fast Routing Strategies for Dynamic Network Provisioning, Liudong California State University Dominguez Hills and Michelle Zhu (2013)

Scheduling Data Processing Flows Under Budget Constraint on the Cloud, Fei Cao, Dabin Ding, Dunren Che, Michelle Zhu, and Wen Chi Hou (2013)

Distributed Workflow Mapping Algorithm for Maximized Reliability Under End-to-End Delay Constraint, Fei Cao and Michelle Zhu (2013)

Energy-Aware Workflow Job Scheduling for Green Clouds, Fei Cao and Michelle Zhu (2013)

Energy Efficient Workflow Job Scheduling for Green Cloud, Fei Cao and Michelle Zhu (2013)

Budget Constrained Dataflow Scheduling for Minimized Completion Time on the Cloud, Dabin Ding, Fei Cao, Dunren Che, Michelle Zhu, and Wen Chi Hou (2013)

Result Integrity Verification of Outsourced Frequent Itemset Mining, Boxiang Dong, Ruilin Liu, and Hui Wang (2013)

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Integrity Verification of Outsourced Frequent Itemset Mining with Deterministic Guarantee, Boxiang Dong, Ruilin Liu, and Wendy Hui Wang (2013)

Cloud Based Predictive Analytics: Text Classification, Recommender Systems and Decision Support, Klavdiya Hammond and Aparna Varde (2013)

Parallel Implementation of Moving Averages on RMESH, John Jenq (2013)

Databases, Information Retrieval and Knowledge Management: Exploring Paths and Crossing Bridges, Mouna Kacimi, Fabian M. Suchanek, and Aparna Varde (2013)

Cooperative Game Theory-Based Approach for Energy-Aware Job Scheduling in Cloud, Mustafa Khaleel, Saad Alqithami, Michelle Zhu, Dunren Che, and Wen Chi Hou (2013)

Realization of 4D Lattice Structured Digital Filters, Minas T. Kousoulis and George Antoniou (2013)

Mobile Interaction and Query Optimization in a Protein-Ligand Data Analysis System, Marvin Lapeine, Katherine Herbert, Emily Hill, and Nina Goodey (2013)

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Energy-Aware Scheduling for Acyclic Synchronous Data Flows on Multiprocessors, Dawei Li and Jie Wu (2013)

Energy-Aware Scheduling on Multiprocessor Platforms with Devices, Dawei Li, Jie Wu, Keqin Li, and Kai Hwang (2013)

NMapi A.NET HL7 Data Mapping Application, Jeffrey Ludwig and John Jenq (2013)

Introducing Requirements Acquisition and Analysis through a very Incompletely Specified Problem, Thomas J. Marlowe, James Benham, Vassilka Kirova, Cyril S. Ku, Susu Nousala, and Norbert Jastroch (2013)

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Decision Support in Data Centers for Sustainability, Michael Pawlish, Aparna Varde, and Stefan Robila (2013)

Combining the Advice of Experts with Randomized Boosting for Robust Pattern Recognition, Jing Peng and Guna Seetharaman (2013)

Exploiting Fisher and Fukunaga-Koontz Transforms in Chernoff Dimensionality Reduction, Jing Peng, Guna Seetharaman, Wei Fan, and Aparna Varde (2013)

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Impact of Spatial Complexity Preprocessing on Hyperspectral Data Unmixing, Stefan Robila, Kimberly Pirate, and Terrance Hall (2013)

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Distributed Algorithms for Unmixing Hyperspectral Data using Nonnegative Matrix Factorization with Sparsity Constraints, Stefan Robila and Daniel Ricart (2013)

An Efficient and Probabilistic Secure Bit-Decomposition, Bharath Kumar Samanthula, Hu Chun, and Wei Jiang (2013)

Efficient Privacy-Preserving Range Queries Over Encrypted Data in Cloud Computing, Bharath Kumar Samanthula and Wei Jiang (2013)

Interest-Driven Private Friend Recommendation, Bharath Kumar Samanthula and Wei Jiang (2013)

A Probabilistic Encryption Based Min/Max Computation in Wireless Sensor Networks, Bharath Kumar Samanthula, Wei Jiang, and Sanjay Madria (2013)

Quench MLA Semantics-Preserving Markup Language for Knowledge Representation in Quenching, Aparna Varde, Mohammed Maniruzzaman, and Richard D. Sisson (2013)

Using a Tunable Knob for reducing Makespan of MapReduce Jobs in a Hadoop Cluster, Yi Yao, Jiayin Wang, Bo Sheng, and Ningfang Mi (2013)

CS2A New Database Synopsis for Query Estimation, Feng Yu, Wen Chi Hou, Cheng Luo, Dunren Che, and Michelle Zhu (2013)

On Fixed-Path Variable-Bandwidth Scheduling in High-Performance Networks, Liudong Zuo, Mustafa Khaleel, Michelle Zhu, and Chase Qishi Wu (2013)

Submissions from 2012

Realization of 2D Reverse-Lattice Discrete Filters, George Antoniou (2012)

Strategic Best-Response Learning in Multiagent Systems, Bikramjit Banerjee and Jing Peng (2012)

A Workflow-Based Network Advisor for Data Movement with End-to-End Performance Optimization, Patrick Brown, Michelle Zhu, Qishi Wu, Daqing Yun, and Jason Zurawski (2012)

Exploring the Optimal Strategy for Large-Scale Data Movement in High-Performance Networks, Patrick Brown, Michelle Zhu, Qishi Wu, Daqing Yun, and Jason Zurawski (2012)

CuteCloud - Putting "Credit Union" Cloud Computing Into Practice, Dunren Che, Michelle Zhu, Jason Fairfield, and Mustafa Khaleel (2012)

On Bandwidth Reservation for Optimal Resource Utilization in High-Performance Networks, Poonam Dharam, Qishi Wu, and Michelle Zhu (2012)

HEp-2 Cell Classification in IIF Images using Shareboost, I. Ersoy, Filiz Bunyak, Jing Peng, and Kannappan Palaniappan (2012)

A Comprehensive Tool for Text Categorization and Text Summarization in Bioinformatics, Md Mustofa Kamal and Kazi Zakia Sultana (2012)

The Evolution of Online Social Networks, Christopher Leberknight, Hazer Inaltekin, Mung Chiang, and H. Vincent Poor (2012)

The Sharing-Mart System: Content Sharing, Online Auctions, and Incentives, Christopher Leberknight, Ranjan Pal, Mung Chiang, and Harold Vincent Poor (2012)

On the Volatility of Online Ratings: An Empirical Study, Christopher Leberknight, Soumya Sen, and Mung Chiang (2012)

Identifying Online Communities of Interest using Side Information, Christopher Leberknight, Ali Tajer, Mung Chiang, and H. Vincent Poor (2012)

Energy-Aware Scheduling for Frame-Based Tasks on Heterogeneous Multiprocessor Platforms, Dawei Li and Jie Wu (2012)

L-Two-L-Infinity Consensus in Uncertain High-Order Multi-Agent Systems with a Leader, Li Po Mo, Yan Jie Zhou, and Hongbo Zhou (2012)

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Analyzing Utilization Rates in Data Centers for Optimizing Energy Management, Michael Pawlish, Aparna Varde, and Stefan Robila (2012)

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Cloud Computing for Environment-Friendly Data Centers, Michael Pawlish, Aparna Varde, and Stefan Robila (2012)

KL Based Data Fusion for Target Tracking, Jing Peng, Kannappan Palaniappan, Sema Candemir, and Guna Seetharaman (2012)

Chernoff Distance and Relief Feature Selection, Jing Peng and Guna Seetharaman (2012)

Margin Based Likelihood Map Fusion for Target Tracking, Jing Peng and Guna Seetharaman (2012)

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A Sustainability Component for a First-Year Course for Information Technology Students, Stefan Robila (2012)

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Linear Unmixing Based Feature Extraction for Hyperspectral Data in a High Performance Computing Environment, Stefan Robila (2012)

An Efficient and Secure Data Sharing Framework using Homomorphic Encryption in the Cloud, Bharath Kumar Samanthula, Gerry Howser, Yousef Elmehdwi, and Sanjay Madria (2012)

Structural and Message Based Private Friend Recommendation, Bharath Kumar Samanthula and Wei Jiang (2012)

Cloud Technology and EHR Data Management, Jonathan Tancer and Aparna Varde (2012)

Integrating Current Technologies Into Graduate Computer Science Curricula, Lixin Tao, Constantine Coutras, Narayan Murthy, and Richard Kline (2012)

PIKM 20125th ACM Workshop for Phd Students in Information and Knowledge Management, Aparna Varde and Fabian M. Suchanek (2012)

Constructing Optimal Subnetworks for the Crossed Cube Network, Dajin Wang (2012)

Hamiltonian Embedding in Crossed Cubes with Failed Links, Dajin Wang (2012)

A Distributed Workflow Management System with Case Study of Real-Life Scientific Applications on Grids, Qishi Wu, Michelle Zhu, Yi Gu, Patrick Brown, Xukang Lu, Wuyin Lin, and Yangang Liu (2012)

Modeling and Optimizing Transport-Support Workflows in High-Performance Networks, Daqing Yun, Qishi Wu, Patrick Brown, and Michelle Zhu (2012)

Parallel Spatiotemporal Autocorrelation and Visualization System for Large-Scale Remotely Sensed Images, Michelle Zhu, Guangxing Wang, and Tonny Oyana (2012)

A Cost-Effective Scheduling Algorithm for Scientific Workflows in Clouds, Michelle Zhu, Qishi Wu, and Yang Zhao (2012)

Submissions from 2011

On the Minimal Realization of 2D Roger-Ramanujan CFE Systems, George Antoniou (2011)

On the 1D and 2D Rogers-Ramanujan Continued Fractions, George Antoniou and Panagiota A. Katsalis (2011)

Network-Aware Data Movement Advisor, Patrick Brown, Michelle Zhu, Qishi Wu, and Xukang Lu (2011)

A Fault-Tolerant Workflow Mapping Algorithm Under End-to-End Delay Constraint, Fei Cao and Michelle Zhu (2011)

The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature Subset for Multiclass Classification with Applications to High-Dimensional Data, Qiang Cheng, Hongbo Zhou, and Jie Cheng (2011)

Adoption of Information Technology Policies in the Tourism Sector in the Era of WEB2.0, Constantine Coutras, Eleanna Kafeza, and Irene Kafeza (2011)

In Silico Analysis of Combinatorial MicroRNA Activity Reveals Target Genes and Pathways associated with Breast Cancer Metastasis, Alan A. Dombkowski, Kazi Zakia Sultana, Douglas B. Craig, and Hasan Jamil (2011)

Composite Kernels for Semi-Supervised Clustering, Carlotta Domeniconi, Jing Peng, and Bojun Yan (2011)

GPU Accelerated Microarray Data Analysis using Random Matrix Theory, Joey Ingram and Michelle Zhu (2011)

A Secure and Distributed Framework to Identify and Share Needed Information, Wei Jiang and Bharath Kumar Samanthula (2011)

N-Gram Based Secure Similar Document Detection, Wei Jiang and Bharath Kumar Samanthula (2011)

SITAC: Discovering Semantically Identical Temporally Altering Concepts in Text Archives, Amal Kaluarachchi, Debjani Roychoudhury, Aparna Varde, and Gerhard Weikum (2011)

ShareBoost: Boosting for Multi-View Learning with Performance Guarantees, Jing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, and Kannappan Palaniappan (2011)

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Chernoff Dimensionality Reduction-Where Fisher Meets FKT, Jing Peng, Guna Seetharaman, Wei Fan, Stefan Robila, and Aparna Varde (2011)

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Hyperspectral Data Processing in a High Performance Computing Environment: A Parallel Best Band Selection Algorithm, Stefan Robila and Gerald Busardo (2011)

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Face Recognition using Spectral and Spatial Information, Stefan Robila, Marco Chang, and Nisha B. D'Amico (2011)

The Hidden Web, XML and the Semantic Web: Scientific Data Management Perspectives, Fabian M. Suchanek, Aparna Varde, Richi Nayak, and Pierre Senellart (2011)

Implementation of FIX Engine and Order Management Systems using ASP.NET C#, Shweta Swarnkar and John Jenq (2011)

The Deployment of MML for Data Analytics Over the Cloud, Jonathan Tancer and Aparna Varde (2011)

Work in Progress - an Innovative Design of a Master in Computer Science Program, Lixin Tao, Constantine Coutras, Narayan Murthy, and Richard Kline (2011)

A Study of Subdividing Hexagon-Clustered WSN for Power Saving: Analysis and Simulation, Dajin Wang, Liwei Lin, and Li Xu (2011)

A Simple and Cost-Effective Scheme to Deploy Connection-Restoring Nodes for Disconnected WSNs, Dajin Wang, Liwei Lin, Li Xu, and Bingtuan Wang (2011)

O(N) Implicit Subspace Embedding for Unsupervised Multi-Scale Image Segmentation, Hongbo Zhou and Qiang Cheng (2011)

Weighted Kernel Density Estimation of the Prepulse Inhibition Test, Hongbo Zhou, Qiang Cheng, Hong Ju Yang, and Haiyun Xu (2011)

Submissions from 2010

Minimal Circuit and State Space Realization of 2D All-Pole Systems with Coefficient Symmetry, George Antoniou (2010)