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Books and Theses
- 2019
[b1]Kareem S. Aggour:
Intelligent and scalable algorithms for canonical polyadic decomposition. Rensselaer Polytechnic Institute, USA, 2019
Journal Articles
- 2017
- [j4]Kareem S. Aggour
, Jenny Weisenberg Williams, Justin McHugh, Vijay Kumar:
Colt: Concept Lineage Tool for Data Flow Metadata Capture and Analysis. Proc. VLDB Endow. 10(12): 1790-1801 (2017) - 2007
- [j3]Christina LaComb, John Interrante, Kareem S. Aggour:
Monitoring key company events through deliberative learning. Inf. Syst. E Bus. Manag. 5(4): 295-317 (2007) - 2006
- [j2]Kareem S. Aggour, Piero P. Bonissone, William Cheetham, Richard P. Messmer:
Automating the Underwriting of Insurance Applications. AI Mag. 27(3): 36-50 (2006) - [j1]Piero P. Bonissone, Anil Varma, Kareem S. Aggour, Feng Xue:
Design of local fuzzy models using evolutionary algorithms. Comput. Stat. Data Anal. 51(1): 398-416 (2006)
Conference and Workshop Papers
- 2021
- [c27]Vijay S. Kumar, Sharad Dixit, Kareem S. Aggour, Jenny Weisenberg Williams, Paul Cuddihy:
On-demand Knowledge Graphs for Standards-Based Power Grid Data Provisioning. IEA/AIE (2) 2021: 485-492 - [c26]Vijay S. Kumar, Tianyi Wang, Kareem S. Aggour, Pengyuan Wang, Philip J. Hart, Weizhong Yan:
Big Data Analysis of Massive PMU Datasets: A Data Platform Perspective. ISGT 2021: 1-5 - 2020
- [c25]Paul Cuddihy, Jenny Weisenberg Williams, Vijay S. Kumar, Kareem S. Aggour, Andrew Crapo, Sharad Dixit:
FDC Cache: Semantics-driven Federated Caching and Querying for Big Data. IEEE BigData 2020: 1493-1502 - [c24]Alex Gittens, Kareem S. Aggour, Bülent Yener:
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition. ICML 2020: 3566-3575 - 2019
- [c23]Kareem S. Aggour, Vijay S. Kumar, Paul Cuddihy, Jenny Weisenberg Williams, Vipul Gupta, Laura Dial, Timothy Hanlon, Justin Gambone, Joseph Vinciquerra:
Federated Multimodal Big Data Storage & Analytics Platform for Additive Manufacturing. IEEE BigData 2019: 1729-1738 - [c22]Vijay S. Kumar, Paul Cuddihy, Kareem S. Aggour:
NodeGroup: A Knowledge-driven Data Management Abstraction for Industrial Machine Learning. DEEM@SIGMOD 2019: 10:1-10:4 - 2018
- [c21]Kareem S. Aggour, Alex Gittens, Bülent Yener:
Accelerating a Distributed CPD Algorithm for Large Dense, Skewed Tensors. IEEE BigData 2018: 408-417 - [c20]Paul Cuddihy, Justin McHugh, Jenny Weisenberg Williams, Varish Mulwad, Kareem S. Aggour:
SemTK: A Semantics Toolkit for User-friendly SPARQL Generation and Semantic Data Management. ISWC (P&D/Industry/BlueSky) 2018 - 2017
- [c19]Justin McHugh, Paul E. Cuddihy, Jenny Weisenberg Williams, Kareem S. Aggour, Vijay S. Kumar, Varish Mulwad:
Integrated access to big data polystores through a knowledge-driven framework. IEEE BigData 2017: 1494-1503 - 2016
- [c18]Kareem S. Aggour, Bülent Yener:
Adapting to data sparsity for efficient parallel PARAFAC tensor decomposition in Hadoop. IEEE BigData 2016: 294-301 - [c17]Aritra Chowdhury, Christopher J. Sevinsky, Bülent Yener, Kareem S. Aggour, Steven M. Gustafson:
A machine learning approach to quantifying noise in medical images. Medical Imaging: Digital Pathology 2016: 97910U - 2015
- [c16]Kareem S. Aggour, Vijay S. Kumar, Dipen P. Sangurdekar, Lee A. Newberg, Chinnappa D. Kodira:
A highly parallel next-generation DNA sequencing data analysis pipeline in Hadoop. BIBM 2015: 756-763 - [c15]Jenny Weisenberg Williams, Paul Cuddihy, Justin McHugh, Kareem S. Aggour, Arvind Menon, Steven M. Gustafson, Timothy Healy:
Semantics for Big Data access & integration: Improving industrial equipment design through increased data usability. IEEE BigData 2015: 1103-1112 - 2014
- [c14]Jenny Weisenberg Williams, Kareem S. Aggour, John Interrante, Justin McHugh, Eric Pool:
Bridging high velocity and high volume industrial big data through distributed in-memory storage & analytics. IEEE BigData 2014: 932-941 - 2013
- [c13]Kareem S. Aggour, Bethany Hoogs, Christina Leber, Carry Correia, Deniz Senturk-Doganaksoy:
Mining company networks for marketing insights and sales leads. ASONAM 2013: 805-812 - [c12]Kareem S. Aggour, Bethany Hoogs:
Financing lead triggers: empowering sales reps through knowledge discovery and fusion. KDD 2013: 1141-1149 - 2012
- [c11]John Interrante, Kareem S. Aggour:
Applying Cluster Computing to Enable a Large-scale Smart Grid Stability Monitoring Application. HPCC-ICESS 2012: 328-335 - 2007
- [c10]Kareem S. Aggour, Robert M. Mattheyses, Joseph Shultz:
Efficient quantum computing simulation through dynamic matrix restructuring and distributed evaluation. CLUSTER 2007: 1-10 - 2005
- [c9]Kareem S. Aggour, William Cheetham:
Automating the Underwriting of Insurance Applications. AAAI 2005: 1451-1458 - [c8]Anil Varma, Kareem S. Aggour, Piero P. Bonissone:
Selecting the Best Units in a Fleet: Performance Prediction from Equipment Peers. ICCBR 2005: 595-609 - 2004
- [c7]Kareem S. Aggour, Barbara J. Vivier, Janet Arlie Barnett:
Delegating Authority in a Distributed Information Management System. ICEIS (1) 2004: 155-162 - 2003
- [c6]Kareem S. Aggour, Marc Pavese, Piero P. Bonissone, William Cheetham:
SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning. ICCBR 2003: 5-19 - [c5]Kareem S. Aggour, Marc Pavese:
ROADS: A Reusable, Optimizable Architecture for Decision Systems. SEKE 2003: 297-305 - [c4]Kareem S. Aggour, Renee Guhde, Melvin K. Simmons, Michael J. Simon:
Simulation and verification II: simulating quantum computing: quantum express. WSC 2003: 932-940 - 2002
- [c3]Piero P. Bonissone, Raj Subbu, Kareem S. Aggour:
Evolutionary optimization of fuzzy decision systems for automated insurance underwriting. FUZZ-IEEE 2002: 1003-1008 - 2001
- [c2]Piero P. Bonissone, Kareem S. Aggour:
Fuzzy Automated Braking System for Collision Prevention. FUZZ-IEEE 2001: 757-760 - 1994
- [c1]Kareem S. Aggour:
Investigating Data Allocation in Parallel Database Systems. Applied Informatics 1994: 120-123
Informal and Other Publications
- 2019
- [i2]Timothy Hanlon, Johan Reimann, Monica A. Soare, Anjali Singhal, James Grande, Marc Edgar, Kareem S. Aggour, Joseph Vinciquerra:
Artificial Intelligence Enabled Material Behavior Prediction. CoRR abs/1906.05270 (2019) - 2017
- [i1]Paul Cuddihy, Justin McHugh, Jenny Weisenberg Williams, Varish Mulwad, Kareem S. Aggour:
SemTK: An Ontology-first, Open Source Semantic Toolkit for Managing and Querying Knowledge Graphs. CoRR abs/1710.11531 (2017)
Coauthor Index
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