Search

Your search keyword '"Pal, Jayanta"' showing total 458 results
Start Over Author "Pal, Jayanta"
458 results on '"Pal, Jayanta"'

2. Classical Machine Learning: Seventy Years of Algorithmic Learning Evolution

Author

Ezugwu, Absalom E., Ho, Yuh-Shan, Egwuche, Ojonukpe S., Ekundayo, Olufisayo S., Van Der Merwe, Annette, Saha, Apu K., and Pal, Jayanta

Subjects
Computer Science - Machine Learning
Abstract

Machine learning (ML) has transformed numerous fields, but understanding its foundational research is crucial for its continued progress. This paper presents an overview of the significant classical ML algorithms and examines the state-of-the-art publications spanning twelve decades through an extensive bibliometric analysis study. We analyzed a dataset of highly cited papers from prominent ML conferences and journals, employing citation and keyword analyses to uncover critical insights. The study further identifies the most influential papers and authors, reveals the evolving collaborative networks within the ML community, and pinpoints prevailing research themes and emerging focus areas. Additionally, we examine the geographic distribution of highly cited publications, highlighting the leading countries in ML research. This study provides a comprehensive overview of the evolution of traditional learning algorithms and their impacts. It discusses challenges and opportunities for future development, focusing on the Global South. The findings from this paper offer valuable insights for both ML experts and the broader research community, enhancing understanding of the field's trajectory and its significant influence on recent advances in learning algorithms.

Published
2024

4. Exploring the Challenges and Opportunities of Making STEM More Accessible to Specially-Abled Persons Using Assistive Technology

Author

Das, Binoy, Pal, Jayanta, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Shivakumara, Palaiahnakote, editor, Mahanta, Saurov, editor, and Singh, Yumnam Jayanta, editor

Published
2024
Full Text
View/download PDF

6. An Approach Towards Modification of Playfair Cipher Using 16 16 Matrix

Author

Podder, Sarmistha, Harsh, Aditya, Pal, Jayanta, Kar, Nirmalya, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Tiwari, Shailesh, editor, Trivedi, Munesh C., editor, Kolhe, Mohan L., editor, and Singh, Brajesh Kumar, editor

Published
2024
Full Text
View/download PDF

11. Design and Analysis of Regular Clock Based 2:4 Decoder Using T-Gate in QCA

Author

Pramanik, Amit Kumar, Debnath, Sudipta, Pal, Jayanta, Sen, Bibhash, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Das, Sukanta, editor, and Martinez, Genaro Juarez, editor

Published
2023
Full Text
View/download PDF

12. A Method of Genome Sequence Comparison Based on a New Form of Fuzzy Polynucleotide Space

Author

Ghosh, Soumen, Pal, Jayanta, Maji, Bansibadan, Bhattacharya, Dilip Kumar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Mandal, Jyotsna Kumar, editor, and De, Debashis, editor

Published
2023
Full Text
View/download PDF

15. Performance Analysis of Regular Clocking Based Quantum-Dot Cellular Automata Logic Circuit: Fault Tolerant Approach

Author

Pramanik, Amit Kumar, Pal, Jayanta, Sikdar, Biplab K., Sen, Bibhash, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Chopard, Bastien, editor, Bandini, Stefania, editor, Dennunzio, Alberto, editor, and Arabi Haddad, Mira, editor

Published
2022
Full Text
View/download PDF

16. Impact of Genetic Algorithm on Low Power QCA Logic Circuit with Regular Clocking

Author

Pramanik, Amit Kumar, Pal, Jayanta, Sen, Bibhash, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Das, Sukanta, editor, and Martinez, Genaro J., editor

Published
2022
Full Text
View/download PDF

20. Smart Irrigation System Using Internet of Things

Author

Bhattacharya, Madhurima, Roy, Alak, Pal, Jayanta, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Mandal, Jyotsna K., editor, Mukhopadhyay, Somnath, editor, and Roy, Alak, editor

Published
2021
Full Text
View/download PDF

25. List of contributors

Author

Ahmad, Farhan J., primary, Akbar, Md, additional, Alam, Kainat, additional, Alam, Md Jahangir, additional, Alhakamy, Nabil A., additional, Al Hoque, Ashique, additional, Ali, Hasan, additional, Almalki, Waleed H., additional, Ansari, Mohammad Javed, additional, Banerjee, Soumyabrata, additional, Beg, Sarwar, additional, Cano, Amanda C., additional, Chaitanya, T. Sai, additional, Chakraborty, Apala, additional, Chakraborty, Samrat, additional, Chauhan, Deeksha, additional, Choudhry, Hani, additional, Das, Sabya Sachi, additional, Das, Vishnu, additional, de La Torre, Lucimara G., additional, Dey, Mangaldeep, additional, Dhara, Moumita, additional, Dubey, Amit K., additional, Dutta, Lopamudra, additional, Dutta, Debasmita, additional, Frantz, Fabiani G., additional, Ghosh, Sayantani, additional, Goel, Honey, additional, Goyal, Kamya, additional, Goyal, Kunal, additional, Gupta, Madhu, additional, Gupta, Rajesh Kumar, additional, Hafeez, Abdul, additional, Handa, Mayank, additional, Hosseinpour, Maryam, additional, Indabawa, Anas Haruna, additional, Jha, Deepak Bedanand, additional, Jindal, Shammy, additional, Kaur, Jasmeet, additional, Kawish, S.M., additional, Kohli, Kanchan, additional, Kumar, Pankaj, additional, Kumar, Vikas, additional, Manasa Deepa, R., additional, Mangla, Bharti, additional, Moitra, Ishan, additional, Mukherjee, Biswajit, additional, Pal, Ajay Kumar, additional, Pal, Jayanta K., additional, Patil, Sharvil Narendra, additional, Rahman, Mahfoozur, additional, Raina, Neha, additional, Rani, Radha, additional, Rodrigues, Rodrigo F., additional, Rosada, Rogério S., additional, Sahoo, Ankit, additional, Sartaj, Ali, additional, Saxena, Abhas, additional, Sharma, Ajay, additional, Shrivastava, Tarani Prakash, additional, Shukla, Rahul, additional, Singh, Anirudh Dev, additional, Singh, Meghna Amrita, additional, Singh, Navdeep, additional, Singh, Sandeep Kumar, additional, Singh, Shubhankar Kumar, additional, Souto, Eliana B., additional, Swain, Suryakanta, additional, Taleuzzaman, Mohamad, additional, Verma, P.R.P., additional, Vijay, Neha, additional, Yuba, Eiji, additional, and Zielinska, Aleksandra, additional

Published
2022
Full Text
View/download PDF

34. Estimating a Polya frequency function_2

Author

Pal, Jayanta Kumar, Woodroofe, Michael, and Meyer, Mary

Subjects
Mathematics - Statistics Theory, 62G07, 62G08 (Primary) 90C25 (Secondary)
Abstract

We consider the non-parametric maximum likelihood estimation in the class of Polya frequency functions of order two, viz. the densities with a concave logarithm. This is a subclass of unimodal densities and fairly rich in general. The NPMLE is shown to be the solution to a convex programming problem in the Euclidean space and an algorithm is devised similar to the iterative convex minorant algorithm by Jongbleod (1999). The estimator achieves Hellinger consistency when the true density is a PFF_2 itself., Comment: Published at http://dx.doi.org/10.1214/074921707000000184 in the IMS Lecture Notes Monograph Series (http://www.imstat.org/publications/lecnotes.htm) by the Institute of Mathematical Statistics (http://www.imstat.org)

Published
2007
Full Text
View/download PDF

35. On Kinematic Substructure in the Sextans Dwarf Spheroidal Galaxy

Author

Walker, Matthew G., Mateo, Mario, Olszewski, Edward W., Pal, Jayanta Kumar, Sen, Bodhisattva, and Woodroofe, Michael

Subjects
Astrophysics
Abstract

We present multifiber echelle radial velocity results for 551 stars in the Sextans dwarf spheroidal galaxy and identify 294 stars as probable Sextans members. The projected velocity dispersion profile of the binned data remains flat to a maximum angular radius of $30^{\prime}$. We introduce a nonparametric technique for estimating the projected velocity dispersion surface, and use this to search for kinematic substructure. Our data do not confirm previous reports of a kinematically distinct stellar population at the Sextans center. Instead we detect a region near the Sextans core radius that is kinematically colder than the overall Sextans sample with 95% confidence., Comment: accepted for publication in ApJ Letters; 4 figures (2 color)

Published
2006
Full Text
View/download PDF

39. Cost-efficient method for inverter reduction and proper placement in quantum-dot cellular automata.

Author

Pramanik, Amit Kumar, Pal, Jayanta, Mohit, Kumar, Goswami, Mrinal, and Sen, Bibhash

Subjects
*CELLULAR automata, *LOGIC design, *TECHNOLOGICAL innovations, *BOOLEAN functions, *SYMMETRIC functions, *DIGITAL electronics, *DISPLAY systems
Abstract

The Quantum-dot Cellular Automata (QCA), an emerging technology, is observed to be the most viable solution to current CMOS. It is capable of finding solutions to challenges, like high power consumptionand device density. The elementary logic primitives are the majority gate, inverter and wire. In QCA, two different event cell orientations for the realisation of the inverter are available, where the diagonally oriented structure (DOS) is mostly utilised in logic synthesis. However, considering the cell misalignment and displacement, the DOS prevails with a more stable polarised output. But the use of DOS increases cell count which increases the area of the circuit. So, it is desirable to minimise the inverter in a circuit due to the non-availability of the simple logic unit of the inverter. In this paper, two algorithms are proposed for the synthesis of cost-efficient QCA circuits from any boolean function to minimize logic primitives. The proposed role-based mechanism for boolean function synthesis results in the reduction of inverter gate, circuit size, QCA cost and power dissipation. The efficiency of the proposed algorithms has been verified with the realization of standard functions, adders and symmetric functions. A significant improvement in inverter reduction has been reported. [ABSTRACT FROM AUTHOR]

Published
2023
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results