Deep learning applications and challenges in big data analytics MM Najafabadi, F Villanustre, TM Khoshgoftaar, N Seliya, R Wald, ... Journal of big data 2, 1-21, 2015 | 2810 | 2015 |
Big data technologies and applications B Furht, F Villanustre Springer, 2016 | 94 | 2016 |
Introduction to big data B Furht, F Villanustre, B Furht, F Villanustre Big data technologies and applications, 3-11, 2016 | 91 | 2016 |
Large-scale distributed L-BFGS MM Najafabadi, TM Khoshgoftaar, F Villanustre, J Holt Journal of Big Data 4, 1-17, 2017 | 55 | 2017 |
Random forest implementation and optimization for Big Data analytics on LexisNexis’s high performance computing cluster platform VM Herrera, TM Khoshgoftaar, F Villanustre, B Furht Journal of Big Data 6, 1-36, 2019 | 52 | 2019 |
Big Data Analytics. CW Tsai, CF Lai, HC Chao, AV Vasilakos Big data technologies and applications, 13-52, 2016 | 39 | 2016 |
Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platform F Villanustre, A Chala, R Dev, L Xu, JS LexisNexis, B Furht, ... Journal of big Data 8, 1-24, 2021 | 37 | 2021 |
Survey on RNN and CRF models for de-identification of medical free text JL Leevy, TM Khoshgoftaar, F Villanustre Journal of Big Data 7 (1), 73, 2020 | 37 | 2020 |
A parallel and distributed stochastic gradient descent implementation using commodity clusters RKL Kennedy, TM Khoshgoftaar, F Villanustre, T Humphrey Journal of Big Data 6 (1), 16, 2019 | 28 | 2019 |
Deep learning techniques in big data analytics B Furht, F Villanustre, MM Najafabadi, F Villanustre, TM Khoshgoftaar, ... Big Data Technologies and Applications, 133-156, 2016 | 21 | 2016 |
Deep learning applications and challenges in big data analytics NMMVF Khoshgoftaar, E Muharemagic, MM Najafabadi, N Seliya, ... J Big Data 2 (1), 1, 2015 | 18 | 2015 |
Visualizing Big Data. E Olshannikova, A Ometov, Y Koucheryavy, T Olsson Big data technologies and applications, 101-131, 2016 | 17 | 2016 |
Transfer learning techniques B Furht, F Villanustre, K Weiss, TM Khoshgoftaar, DD Wang Big data technologies and applications, 53-99, 2016 | 16 | 2016 |
Using feature selection and classification to build effective and efficient firewalls R Wald, F Villanustre, TM Khoshgoftaar, R Zuech, J Robinson, ... Proceedings of the 2014 IEEE 15th International Conference on Information …, 2014 | 10 | 2014 |
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning RKL Kennedy, Z Salekshahrezaee, F Villanustre, TM Khoshgoftaar Journal of Big Data 10 (1), 106, 2023 | 9 | 2023 |
Modeling Ebola spread and using HPCC/KEL system B Furht, F Villanustre, J Shaw, F Villanustre, B Furht, A Agarwal, A Jain Big Data Technologies and Applications, 347-385, 2016 | 9 | 2016 |
Managing the academic data lifecycle: A case study of HPCC ME Payne, LB Ngo, F Villanustre, AW Apon 2014 IEEE International Conference on Big Data (Big Data), 22-30, 2014 | 8 | 2014 |
Massively scalable parallel KMeans on the HPCC systems platform L Xu, A Apon, F Villanustre, R Dev, A Chala 2019 4th International Conference on Computational Systems and Information …, 2019 | 6 | 2019 |
ECL-watch: a big data application performance tuning tool in the HPCC systems platform L Xu, E Muharemagic, F Villanustre, A Apon 2017 IEEE International Conference on Big Data (Big Data), 2941-2950, 2017 | 6 | 2017 |
Trilogy: Data placement to improve performance and robustness of cloud computing CJ Hsu, VW Freeh, F Villanustre 2017 IEEE International Conference on Big Data (Big Data), 2442-2451, 2017 | 6 | 2017 |