K. Aggour

Most-cited papers

Artificial intelligence/machine learning in manufacturing and inspection: A GE perspective
K. Aggour, Vipul K. Gupta, D. Ruscitto, Leonardo Ajdelsztajn +18 more
2019MRS bulletin65 citations
Semantic Scholar
Integrated access to big data polystores through a knowledge-driven framework
Justin McHugh, P. Cuddihy, J. Williams, K. Aggour +2 more
20172017 IEEE International Conference on Big Data (Big Data)38 citations
Semantic Scholar
Evolutionary optimization of fuzzy decision systems for automated insurance underwriting
P. P. Bonisone, R. Subbu, K. Aggour
20022002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291)34 citations
Semantic Scholar
SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning
K. Aggour, M. Pavese, P. Bonissone, W. Cheetham
2003International Conference on Case-Based Reasoning26 citations
Semantic Scholar
Federated Multimodal Big Data Storage & Analytics Platform for Additive Manufacturing
K. Aggour, Vijay S. Kumar, P. Cuddihy, J. Williams +5 more
20192019 IEEE International Conference on Big Data (Big Data)23 citations
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Automating the Underwriting of Insurance Applications
K. Aggour, P. Bonissone, W. Cheetham, R. P. Messmer
2005The AI Magazine23 citations
Semantic Scholar
Bridging high velocity and high volume industrial big data through distributed in-memory storage & analytics
J. Williams, K. Aggour, John A. Interrante, Justin McHugh +1 more
20142014 IEEE International Conference on Big Data (Big Data)21 citations
Semantic Scholar
Design of local fuzzy models using evolutionary algorithms
P. Bonissone, Anil Varma, K. Aggour, Feng Xue
2006Computational Statistics & Data Analysis18 citations
Semantic Scholar
2015 Ieee International Conference on Big Data (big Data) Semantics for Big Data Access & Integration: Improving Industrial Equipment Design through Increased Data Usability
J. Williams, P. Cuddihy, Justin McHugh, K. Aggour +3 more
17 citations
Semantic Scholar
Compound Knowledge Graph-Enabled AI Assistant for Accelerated Materials Discovery
K. Aggour, A. Detor, Alfredo Gabaldon, Varish Mulwad +3 more
2022Integrating Materials and Manufacturing Innovation14 citations Open access
Semantic Scholar
Application of Big Data Analytics and Machine Learning to Large-Scale Synchrophasor Datasets: Evaluation of Dataset ‘Machine Learning-Readiness’
Philip J. Hart, Li-Jun He, Tianyi Wang, Vijay S. Kumar +3 more
2022IEEE Open Access Journal of Power and Energy14 citations Open access
Semantic Scholar
A fuzzy instance-based model for predicting expected life: a locomotive application
P. Bonissone, Anil Varma, K. Aggour
2005CIMSA. 2005 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, 2005.14 citations
Semantic Scholar
SemTK: A Semantics Toolkit for User-friendly SPARQL Generation and Semantic Data Management
P. Cuddihy, Justin McHugh, J. Williams, Varish Mulwad +1 more
2018International Workshop on the Semantic Web12 citations
Semantic Scholar
Applying Cluster Computing to Enable a Large-scale Smart Grid Stability Monitoring Application
John A. Interrante, K. Aggour
20122012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems11 citations
Semantic Scholar
Semantics-Enabled Data Federation: Bringing Materials Scientists Closer to FAIR Data
K. Aggour, Vijay S. Kumar, Vipul Gupta, Alfredo Gabaldon +2 more
2024Integrating Materials and Manufacturing Innovation10 citations Open access
Semantic Scholar
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition
Alex Gittens, K. Aggour, B. Yener
2020International Conference on Machine Learning10 citations
Semantic Scholar
NodeGroup: A Knowledge-driven Data Management Abstraction for Industrial Machine Learning
Vijay S. Kumar, P. Cuddihy, K. Aggour
2019DEEM@SIGMOD10 citations
Semantic Scholar
Fuzzy automated braking system for collision prevention
P. Bonissone, K. Aggour
2001IEEE International Conference on Fuzzy Systems10 citations
Semantic Scholar
SemTK: An Ontology-first, Open Source Semantic Toolkit for Managing and Querying Knowledge Graphs
P. Cuddihy, Justin McHugh, J. Williams, Varish Mulwad +1 more
2017arXiv.org9 citations
Semantic Scholar
Big Data Analysis of Massive PMU Datasets: A Data Platform Perspective
Vijay S. Kumar, Tianyi Wang, K. Aggour, Pengyuan Wang +2 more
2021IEEE PES Innovative Smart Grid Technologies Conference8 citations
Semantic Scholar
Colt: Concept Lineage Tool for Data Flow Metadata Capture and Analysis
K. Aggour, J. Williams, Justin McHugh, Vijay S. Kumar
2017Proceedings of the VLDB Endowment7 citations
Semantic Scholar
A Common Data Dictionary and Common Data Model for Additive Manufacturing
Alexander Kuan, K. Aggour, Shengyen Li, Yan Lu +3 more
2024Integrating Materials and Manufacturing Innovation6 citations Open access
Semantic Scholar
A highly parallel next-generation DNA sequencing data analysis pipeline in Hadoop
K. Aggour, Vijay S. Kumar, D. Sangurdekar, L. Newberg +1 more
2015IEEE International Conference on Bioinformatics and Biomedicine6 citations
Semantic Scholar
ROADS: A Reusable, Optimizable Architecture for Decision Systems
K. Aggour, M. Pavese
2003International Conference on Software Engineering and Knowledge Engineering6 citations
Semantic Scholar
Evaluating Vector Representations of Short Text Data for Automating Recommendations of Maintenance Cases
A. Peshave, K. Aggour, Asma Ali, Varish Mulwad +2 more
2022Annual Conference of the PHM Society5 citations Open access
Semantic Scholar
Financing lead triggers: empowering sales reps through knowledge discovery and fusion
K. Aggour, Bethany Hoogs
2013Knowledge Discovery and Data Mining5 citations
Semantic Scholar
A machine learning approach to quantifying noise in medical images
Aritra Chowdhury, C. Sevinsky, B. Yener, K. Aggour +1 more
2016SPIE Medical Imaging4 citations
Semantic Scholar
Adapting to data sparsity for efficient parallel PARAFAC tensor decomposition in Hadoop
K. Aggour, B. Yener
20162016 IEEE International Conference on Big Data (Big Data)4 citations
Semantic Scholar
An Evolutionary Process for Designing and Maintaining a Fuzzy Instance-based Model ( FIM )
P. Bonissone, Anil Varma, K. Aggour
20054 citations
Semantic Scholar
On-demand Knowledge Graphs for Standards-Based Power Grid Data Provisioning
Vijay S. Kumar, Sharad Dixit, K. Aggour, J. Williams +1 more
2021International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems3 citations
Semantic Scholar
A Parallel PARAFAC Implementation & Scalability Testing for Large-Scale Dense Tensor Decomposition
K. Aggour
20163 citations
Semantic Scholar
Agent Learning to Manage Costs for Event Detection
K. Aggour, John A. Interrante, C. LaComb
20062006 3rd International IEEE Conference Intelligent Systems3 citations
Semantic Scholar
Simulating quantum computing: Quantum eXpress
K. Aggour, R. Guhde, M. K. Sommins, M. J. Simon
2003Proceedings of the 2003 Winter Simulation Conference, 2003.3 citations
Semantic Scholar
Intelligent and scalable algorithms for canonical polyadic decomposition
K. Aggour
20192 citations
Semantic Scholar
A Physics-Informed Data-Driven Approach to Additive Manufacturing Parameter Optimization
Laura Dial, Sayan Ghosh, Natarajan Chennimalai Kumar, Vijay S. Kumar +5 more
2019AM&P Technical Articles2 citations
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Accelerating a Distributed CPD Algorithm for Large Dense, Skewed Tensors
K. Aggour, Alex Gittens, B. Yener
20182018 IEEE International Conference on Big Data (Big Data)2 citations
Semantic Scholar
Efficient quantum computing simulation through dynamic matrix restructuring and distributed evaluation
K. Aggour, R. M. Mattheyses, Joseph Shultz
2007IEEE International Conference on Cluster Computing2 citations
Semantic Scholar
Phasor-Measurement-Unit-Based Data Analytics Using Digital Twin and PhasorAnalytics Software
Philip J. Hart, Wei-Zhong Yan, Tianyi Wang, Vijay Kumar +4 more
20211 citations Open access
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Artificial Intelligence Enabled Material Behavior Prediction
T. Hanlon, Johan Reimann, M. Soare, A. Singhal +4 more
2019arXiv.org1 citations
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Collaborative Analysis of High-Content Image Data
Vijay S. Kumar, J. Williams, K. Aggour, B. Sarachan +2 more
20151 citations
Semantic Scholar
Monitoring key company events through deliberative learning
C. LaComb, John A. Interrante, K. Aggour
2007Inf. Syst. E Bus. Manag.1 citations
Semantic Scholar
Quantum Computing and High Performance Computing
K. Aggour, R. M. Mattheyses, Joseph Shultz, B. Allen +1 more
20061 citations Open access
Semantic Scholar
Integrating Techniques for Event-based Business Intelligence Gathering
K. Aggour, John A. Interrante, Ibrahim Gokcen
20061 citations
Semantic Scholar
Selecting the Best Units in a Fleet: Performance Prediction from Equipment Peers
Anil Varma, K. Aggour, P. Bonissone
2005International Conference on Case-Based Reasoning1 citations
Semantic Scholar
Simulation and verification II: simulating quantum computing: quantum express
K. Aggour, R. Guhde, M. Simmons, M. J. Simon
2003Online World Conference on Soft Computing in Industrial Applications1 citations
Semantic Scholar
FDC Cache: Semantics-driven Federated Caching and Querying for Big Data
P. Cuddihy, J. Williams, Vijay S. Kumar, K. Aggour +2 more
20202020 IEEE International Conference on Big Data (Big Data)0 citations
Semantic Scholar
Mining company networks for marketing insights and sales leads
K. Aggour, Bethany Hoogs, Christina Leber, C. Correia +1 more
2013International Conference on Advances in Social Networks Analysis and Mining0 citations
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Enterprise Historian for Efﬁcient Storage and Analysis of Industrial Big Data
Ernest C. Puig, John A. Interrante, K. Aggour, Jie Lu +3 more
20130 citations
Semantic Scholar
Quantum Computing and High Performance Computing General Electric Global Research
K. Aggour, R. M. Mattheyses, Joseph Shultz, B. Allen +1 more
20060 citations
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AgentLearning toManage Costs forEventDetection
K. Aggour
20060 citations
Semantic Scholar