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Suryoday Basak
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Predicting the direction of stock market prices using tree-based classifiers
S Basak, S Kar, S Saha, L Khaidem, SR Dey
The North American Journal of Economics and Finance 47, 552-567, 2019
3532019
Forecasting to Classification: Predicting the direction of stock market price using Xtreme Gradient Boosting
S Dey, Y Kumar, S Saha, S Basak
PESIT South Campus, 1-10, 2016
792016
Theoretical Validation of Potential Habitability via Analytical and Boosted Tree Methods: An Optimistic Study on Recently Discovered Exoplanets
S Saha, S Basak, K Bora, M Safonova, S Agrawal, P Sarkar, J Murthy
ASCOM 10.1016/j.ascom.2018.03.003, 2017
392017
A novel exoplanetary habitability score via particle swarm optimization of CES production functions
A Theophilus, S Saha, S Basak, J Murthy
2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2139-2147, 2018
252018
The ensmallen library for flexible numerical optimization
RR Curtin, M Edel, RG Prabhu, S Basak, Z Lou, C Sanderson
Journal of Machine Learning Research 22 (166), 1-6, 2021
162021
Separating stars from quasars: Machine learning investigation using photometric data
S Makhija, S Saha, S Basak, M Das
Astronomy and Computing 29, 100313, 2019
162019
Ceesa meets machine learning: A constant elasticity earth similarity approach to habitability and classification of exoplanets
S Basak, S Saha, A Mathur, K Bora, S Makhija, M Safonova, S Agrawal
Astronomy and Computing 30, 100335, 2020
152020
mmspy: Spying phone calls using mmwave radars
S Basak, M Gowda
2022 IEEE Symposium on Security and Privacy (SP), 1211-1228, 2022
142022
Habitability classification of exoplanets: a machine learning insight
S Basak, A Mathur, AJ Theophilus, G Deshpande, J Murthy
The European Physical Journal Special Topics 230, 2221-2251, 2021
142021
Machine learning in astronomy: A case study in quasar-star classification
M Viquar, S Basak, A Dasgupta, S Agrawal, S Saha
Emerging Technologies in Data Mining and Information Security: Proceedings …, 2019
122019
mlpack 4: a fast, header-only C++ machine learning library
RR Curtin, M Edel, O Shrit, S Agrawal, S Basak, JJ Balamuta, ...
arXiv preprint arXiv:2302.00820, 2023
92023
A new activation function for artificial neural net based habitability classification
S Saha, A Mathur, K Bora, S Basak, S Agrawal
2018 international conference on advances in computing, communications and …, 2018
82018
Model Visualization in understanding rapid growth of a journal in an emerging area
S Saha, P Sarkar, A Mathur, S Basak
arXiv preprint arXiv:1803.04644, 2018
62018
Quantifying the classification of exoplanets: in search for the right habitability metric
M Safonova, A Mathur, S Basak, K Bora, S Agrawal
The European Physical Journal Special Topics 230, 2207-2220, 2021
52021
Evolutionary feature scaling in K-nearest neighbors based on label dispersion minimization
S Basak, M Huber
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
52020
A comparative analysis of the cobb-douglas habitability score (cdhs) with the earth similarity index (esi)
S Agrawal, S Basak, K Bora, J Murthy
2018 International Conference on Advances in Computing, Communications and …, 2018
52018
Sbaf: A new activation function for artificial neural net based habitability classification
S Saha, A Mathur, K Bora, S Agrawal, S Basak
arXiv preprint arXiv:1806.01844, 2018
42018
On the Implications of Artificial Intelligence and its Responsible Growth.
H Devaraj, S Makhija, S Basak
J. Sci. Res. 8 (2s), s2-s6, 2019
32019
Flexible numerical optimization with ensmallen
RR Curtin, M Edel, RG Prabhu, S Basak, Z Lou, C Sanderson
arXiv preprint arXiv:2003.04103, 2020
12020
Randomized and evolutionary approaches to dataset characterization, feature weighting, and sampling in k-nearest neighbors
S Basak
The University of Texas at Arlington, 2020
12020
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Articles 1–20