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Omid Jafari
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A Survey on Locality Sensitive Hashing Algorithms and their Applications
O Jafari, P Maurya, P Nagarkar, KM Islam, C Crushev
arXiv preprint arXiv:2102.08942, 2021
1092021
A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data
S Zhang, O Jafari, P Nagarkar
arXiv preprint arXiv:2109.03784, 2021
362021
A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems
N Ibrahim, P Maurya, O Jafari, P Nagarkar
arXiv preprint arXiv:2105.14195, 2021
162021
Experimental Analysis of Locality Sensitive Hashing Techniques for High-Dimensional Approximate Nearest Neighbor Searches
O Jafari, P Nagarkar
2021 Australasian Database Conference, 62--73, 2021
122021
SatelliteNER: An Effective Named Entity Recognition Model for the Satellite Domain
O Jafari, P Nagarkar, B Thatte, C Ingram
Proceedings of the 12th International Joint Conference on Knowledge …, 2020
122020
Improving Locality Sensitive Hashing by Efficiently Finding Projected Nearest Neighbors
O Jafari, P Nagarkar, J Montaño
International Conference on Similarity Search and Applications, 323-337, 2020
112020
mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data
O Jafari, P Nagarkar, J Montaño
International Conference on Similarity Search and Applications, 47-61, 2020
62020
Building a comprehensive NER model for Satellite Domain
P Maurya, O Jafari, B Thatte, C Ingram, P Nagarkar
SN Computer Science 3 (3), 1-8, 2022
52022
qwLSH: Cache-conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces
O Jafari, J Ossorgin, P Nagarkar
Proceedings of the 2019 on International Conference on Multimedia Retrieval …, 2019
42019
Exploring State-of-the-Art Nearest Neighbor (NN) Search Techniques
P Nagarkar, A Bhattacharya, O Jafari
8th ACM IKDD CODS and 26th COMAD, 443-446, 2021
32021
MIMIC-IV-Ext-PE: Using a large language model to predict pulmonary embolism phenotype in the MIMIC-IV dataset
BD Lam, S Ma, I Kovalenko, P Wang, O Jafari, A Li, S Horng
arXiv preprint arXiv:2411.00044, 2024
12024
Experimental Analysis of Machine Learning Techniques for Finding Search Radius in Locality Sensitive Hashing
O Jafari, P Nagarkar
arXiv preprint arXiv:2211.09093, 2022
12022
Optimizing Fair Approximate Nearest Neighbor Searches Using Threaded B+-Trees
O Jafari, P Maurya, KM Islam, P Nagarkar
International Conference on Similarity Search and Applications, 133-147, 2021
12021
Drawbacks and Proposed Solutions for Real-time Processing on Existing State-of-the-art Locality Sensitive Hashing Techniques
O Jafari, KM Islam, P Nagarkar
5th International Conference on Signal and Image Processing (SIGI 2019) 9 …, 2019
12019
Large language models for chart review: How machine learning can accelerate hematology research
BD Lam, P Wang, S Ma, O Jafari, I Kovalenko, A Li
Blood Vessels, Thrombosis & Hemostasis, 100052, 2025
2025
Optimized Multi-Class VTE-BERT Large Language Model for Prediction of Cancer Associated Thrombosis Phenotype
A Li, O Jafari, S Ma, A Maghsoudi, BD Lam, J Ryu, JY Jiang, M Ranjan, ...
Blood 144, 161, 2024
2024
External Validation of EHR-CAT Risk Assessment Model for Cancer Associated Thrombosis in 150 Healthcare Organizations
A Li, R Kim, O Jafari, S Ma, JY Jiang, NR Fillmore, J La, CI Amos
Blood 144, 812, 2024
2024
Efficient and Accurate Index Structures for Approximate Similarity Searches in High-Dimensional Spaces
O Jafari
New Mexico State University, 2023
2023
Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries
O Jafari, P Nagarkar, J Montaño
2020 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI …, 2020
2020
M/M/1 queue analysis and case study of a call center (In Persian)
O Jafari, D Ghasvari, M Vafaei Jahan
The 2nd International Conference on Knowledge, information and software …, 2015
2015
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학술자료 1–20