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\n  \n 2022\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n mmSpy: Spying Phone Calls using mmWave Radars.\n \n \n \n\n\n \n Basak, S.; and Gowda, M.\n\n\n \n\n\n\n 43rd IEEE Symposium on Security and Privacy. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{mmspy,\n  author  = {Suryoday Basak and Mahanth Gowda},\n  title   = {mmSpy: Spying Phone Calls using mmWave Radars},\n  journal = {43rd IEEE Symposium on Security and Privacy},\n  year    = {2022}\n}\n\n
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\n  \n 2021\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n The ensmallen library for flexible numerical optimization.\n \n \n \n \n\n\n \n Curtin, R. R.; Edel, M.; Prabhu, R. G.; Basak, S.; Lou, Z.; and Sanderson, C.\n\n\n \n\n\n\n Journal of Machine Learning Research, 22(166): 1-6. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{JMLR:v22:20-416,\n  author  = {Ryan R. Curtin and Marcus Edel and Rahul Ganesh Prabhu and Suryoday Basak and Zhihao Lou and Conrad Sanderson},\n  title   = {The ensmallen library for flexible numerical optimization},\n  journal = {Journal of Machine Learning Research},\n  year    = {2021},\n  volume  = {22},\n  number  = {166},\n  pages   = {1-6},\n  url     = {http://jmlr.org/papers/v22/20-416.html}\n}\n\n
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\n  \n 2020\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Evolutionary Feature Scaling in K-Nearest Neighbors Based on Label Dispersion Minimization.\n \n \n \n\n\n \n Basak, S.; and Huber, M.\n\n\n \n\n\n\n In 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages 928-935, 2020. \n \n\n\n\n
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@INPROCEEDINGS{9282834,\n  author={S. {Basak} and M. {Huber}},\n  booktitle={2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},\n  title={Evolutionary Feature Scaling in K-Nearest Neighbors Based on Label Dispersion Minimization},\n  year={2020},\n  volume={},\n  number={},\n  pages={928-935},\n  doi={10.1109/SMC42975.2020.9282834}}\n\n\n
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\n \n\n \n \n \n \n \n \n CEESA meets machine learning: A Constant Elasticity Earth Similarity Approach to habitability and classification of exoplanets.\n \n \n \n \n\n\n \n Basak, S.; Saha, S.; Mathur, A.; Bora, K.; Makhija, S.; Safonova, M.; and Agrawal, S.\n\n\n \n\n\n\n Astronomy and Computing, 30: 100335. January 2020.\n \n\n\n\n
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@article{Basak2020,\n  doi = {10.1016/j.ascom.2019.100335},\n  url = {https://doi.org/10.1016/j.ascom.2019.100335},\n  year = {2020},\n  month = jan,\n  publisher = {Elsevier {BV}},\n  volume = {30},\n  pages = {100335},\n  author = {S. Basak and S. Saha and A. Mathur and K. Bora and S. Makhija and M. Safonova and S. Agrawal},\n  title = {{CEESA} meets machine learning: A Constant Elasticity Earth Similarity Approach to habitability and classification of exoplanets},\n  journal = {Astronomy and Computing}\n}\n\n
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\n \n\n \n \n \n \n \n Flexible numerical optimization with ensmallen.\n \n \n \n\n\n \n Curtin, R. R; Edel, M.; Prabhu, R. G.; Basak, S.; Lou, Z.; and Sanderson, C.\n\n\n \n\n\n\n arXiv preprint arXiv:2003.04103. 2020.\n \n\n\n\n
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@article{curtin2020flexible,\n  title={Flexible numerical optimization with ensmallen},\n  author={Curtin, Ryan R and Edel, Marcus and Prabhu, Rahul Ganesh and Basak, Suryoday and Lou, Zhihao and Sanderson, Conrad},\n  journal={arXiv preprint arXiv:2003.04103},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Randomized and Evolutionary Approaches to Dataset Characterization, Feature Weighting, and Sampling in K-Nearest Neighbors.\n \n \n \n\n\n \n Basak, S.; and others\n\n\n \n\n\n\n Master's thesis, 2020.\n \n\n\n\n
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@mastersthesis{basak2020randomized,\n  title={Randomized and Evolutionary Approaches to Dataset Characterization, Feature Weighting, and Sampling in K-Nearest Neighbors},\n  author={Basak, Suryoday and others},\n  year={2020}\n}\n
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\n  \n 2019\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n Separating stars from quasars: Machine learning investigation using photometric data.\n \n \n \n \n\n\n \n Makhija, S.; Saha, S.; Basak, S.; and Das, M.\n\n\n \n\n\n\n Astronomy and Computing, 29: 100313. October 2019.\n \n\n\n\n
\n\n\n\n \n \n \"SeparatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{Makhija2019,\n  doi = {10.1016/j.ascom.2019.100313},\n  url = {https://doi.org/10.1016/j.ascom.2019.100313},\n  year = {2019},\n  month = oct,\n  publisher = {Elsevier {BV}},\n  volume = {29},\n  pages = {100313},\n  author = {S. Makhija and S. Saha and S. Basak and M. Das},\n  title = {Separating stars from quasars: Machine learning investigation using photometric data},\n  journal = {Astronomy and Computing}\n}\n\n
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\n \n\n \n \n \n \n \n \n Time Reversed Delay Differential Equation Based Modeling of Journal Influence in An Emerging Area.\n \n \n \n \n\n\n \n Mathur, A.; Saha, S.; Sarkar, P.; Kar, S.; and Basak, S.\n\n\n \n\n\n\n Journal of Integrated Design and Process Science,1–29. December 2019.\n \n\n\n\n
\n\n\n\n \n \n \"TimePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{Mathur2019,\n  title = {Time Reversed Delay Differential Equation Based Modeling of Journal Influence in An Emerging Area},\n  ISSN = {1092-0617},\n  url = {http://doi.org/10.3233/JID190012},\n  DOI = {10.3233/JID190012},\n  journal = {Journal of Integrated Design and Process Science},\n  publisher = {IOS Press},\n  author = {Archana Mathur and Snehanshu Saha and Poulami Sarkar and Saibal Kar and Suryoday Basak},\n  year = {2019},\n  month = Dec,\n  pages = {1–29}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Predicting the direction of stock market prices using tree-based classifiers.\n \n \n \n \n\n\n \n Basak, S.; Kar, S.; Saha, S.; Khaidem, L.; and Dey, S. R.\n\n\n \n\n\n\n The North American Journal of Economics and Finance, 47: 552–567. January 2019.\n \n\n\n\n
\n\n\n\n \n \n \"PredictingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{Basak2019,\n  doi = {10.1016/j.najef.2018.06.013},\n  url = {https://doi.org/10.1016/j.najef.2018.06.013},\n  year = {2019},\n  month = jan,\n  publisher = {Elsevier {BV}},\n  volume = {47},\n  pages = {552--567},\n  author = {Suryoday Basak and Saibal Kar and Snehanshu Saha and Luckyson Khaidem and Sudeepa Roy Dey},\n  title = {Predicting the direction of stock market prices using tree-based classifiers},\n  journal = {The North American Journal of Economics and Finance}\n}\n\n
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\n \n\n \n \n \n \n \n On the Implications of Artificial Intelligence and its Responsible Growth.\n \n \n \n\n\n \n Devaraj, H.; Makhija, S.; and Basak, S.\n\n\n \n\n\n\n Journal of Scientometric Res, 8(2s): s2–s6. 2019.\n \n\n\n\n
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@article{devaraj2019implications,\n  title={On the Implications of Artificial Intelligence and its Responsible Growth},\n  author={Devaraj, Harsha and Makhija, Simran and Basak, Suryoday},\n  journal={Journal of Scientometric Res},\n  volume={8},\n  number={2s},\n  pages={s2--s6},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n \n Theoretical validation of potential habitability via analytical and boosted tree methods: An optimistic study on recently discovered exoplanets.\n \n \n \n \n\n\n \n Saha, S.; Basak, S.; Safonova, M.; Bora, K.; Agrawal, S.; Sarkar, P.; and Murthy, J.\n\n\n \n\n\n\n Astronomy and Computing, 23: 141–150. April 2018.\n \n\n\n\n
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@article{Saha2018,\n  doi = {10.1016/j.ascom.2018.03.003},\n  url = {https://doi.org/10.1016/j.ascom.2018.03.003},\n  year = {2018},\n  month = apr,\n  publisher = {Elsevier {BV}},\n  volume = {23},\n  pages = {141--150},\n  author = {S. Saha and S. Basak and M. Safonova and K. Bora and S. Agrawal and P. Sarkar and J. Murthy},\n  title = {Theoretical validation of potential habitability via analytical and boosted tree methods: An optimistic study on recently discovered exoplanets},\n  journal = {Astronomy and Computing}\n}\n\n
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\n \n\n \n \n \n \n \n \n Model Visualization in Understanding Rapid Growth of a Journal in an Emerging Area.\n \n \n \n \n\n\n \n Saha, S.; Sarkar, P.; Mathur, A.; and Basak, S.\n\n\n \n\n\n\n Journal of Scientometric Research, 7(1): 48–53. May 2018.\n \n\n\n\n
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@article{Saha2018-2,\n  doi = {10.5530/jscires.7.1.7},\n  url = {https://doi.org/10.5530/jscires.7.1.7},\n  year = {2018},\n  month = may,\n  publisher = {{EManuscript} Services},\n  volume = {7},\n  number = {1},\n  pages = {48--53},\n  author = {Snehanshu Saha and Poulami Sarkar and Archana Mathur and Suryoday Basak},\n  title = {Model Visualization in Understanding Rapid Growth of a Journal in an Emerging Area},\n  journal = {Journal of Scientometric Research}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Novel Exoplanetary Habitability Score via Particle Swarm Optimization of CES Production Functions.\n \n \n \n \n\n\n \n Theophilus, A.; Saha, S.; Basak, S.; and Murthy, J.\n\n\n \n\n\n\n In 2018 IEEE Symposium Series on Computational Intelligence (SSCI), November 2018. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Theophilus2018,\n  doi = {10.1109/ssci.2018.8628669},\n  url = {https://doi.org/10.1109/ssci.2018.8628669},\n  year = {2018},\n  month = nov,\n  publisher = {{IEEE}},\n  author = {Abhijit Theophilus and Snehanshu Saha and Suryoday Basak and Jayant Murthy},\n  title = {A Novel Exoplanetary Habitability Score via Particle Swarm Optimization of {CES} Production Functions},\n  booktitle = {2018 {IEEE} Symposium Series on Computational Intelligence ({SSCI})}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n A New Activation Function for Artificial Neural Net Based Habitability Classification.\n \n \n \n \n\n\n \n Saha, S.; Mathur, A.; Bora, K.; Basak, S.; and Agrawal, S.\n\n\n \n\n\n\n In 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), September 2018. IEEE\n \n\n\n\n
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@inproceedings{Saha2018-3,\n  doi = {10.1109/icacci.2018.8554460},\n  url = {https://doi.org/10.1109/icacci.2018.8554460},\n  year = {2018},\n  month = sep,\n  publisher = {{IEEE}},\n  author = {Snehanshu Saha and Archana Mathur and Kakoli Bora and Suryoday Basak and Surbhi Agrawal},\n  title = {A New Activation Function for Artificial Neural Net Based Habitability Classification},\n  booktitle = {2018 International Conference on Advances in Computing,  Communications and Informatics ({ICACCI})}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Comparative Analysis of the Cobb-Douglas Habitability Score (CDHS) with the Earth Similarity Index (ESI).\n \n \n \n \n\n\n \n Agrawal, S.; Basak, S.; Bora, K.; and Murthy, J.\n\n\n \n\n\n\n In 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), September 2018. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Agrawal2018,\n  doi = {10.1109/icacci.2018.8554849},\n  url = {https://doi.org/10.1109/icacci.2018.8554849},\n  year = {2018},\n  month = sep,\n  publisher = {{IEEE}},\n  author = {Surbhi Agrawal and Suryoday Basak and Kakoli Bora and Jayant Murthy},\n  title = {A Comparative Analysis of the Cobb-Douglas Habitability Score ({CDHS}) with the Earth Similarity Index ({ESI})},\n  booktitle = {2018 International Conference on Advances in Computing,  Communications and Informatics ({ICACCI})}\n}\n\n
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\n \n\n \n \n \n \n \n \n Machine Learning in Astronomy: A Case Study in Quasar-Star Classification.\n \n \n \n \n\n\n \n Viquar, M.; Basak, S.; Dasgupta, A.; Agrawal, S.; and Saha, S.\n\n\n \n\n\n\n In Advances in Intelligent Systems and Computing, pages 827–836. Springer Singapore, September 2018.\n \n\n\n\n
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@incollection{Viquar2018,\n  doi = {10.1007/978-981-13-1501-5_72},\n  url = {https://doi.org/10.1007/978-981-13-1501-5_72},\n  year = {2018},\n  month = sep,\n  publisher = {Springer Singapore},\n  pages = {827--836},\n  author = {Mohammed Viquar and Suryoday Basak and Ariruna Dasgupta and Surbhi Agrawal and Snehanshu Saha},\n  title = {Machine Learning in Astronomy: A Case Study in Quasar-Star Classification},\n  booktitle = {Advances in Intelligent Systems and Computing}\n}\n\n
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\n \n\n \n \n \n \n \n \n Handbook of Research on Applied Cybernetics and Systems Science (Advances in Computational Intelligence and Robotics).\n \n \n \n \n\n\n \n Saha, S.\n\n\n \n\n\n\n IGI Global, apr 2017.\n \n\n\n\n
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@book{snehanshusaha2017,\n Author = {Snehanshu Saha},\n title = {Handbook of Research on Applied Cybernetics and Systems Science (Advances in Computational Intelligence and Robotics)},\n description = {Handbook of Research on Applied Cybernetics and Systems Science (Advances in Computational Intelligence and Robotics) (Book, 2017)},\n publisher = {IGI Global},\n interhash = {726ccabe25e16e6856a56a7b57a72ce2},\n intrahash = {0c544d8248a6a36a9d3a882d10eeb138},\n year = {2017},\n month = {apr},\n isbn = {1522524983},\n url = {https://www.xarg.org/ref/a/1522524983/}\n}\n\n
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