Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Soumitra Samanta"'
Autor:
Pruthwik Mishra, Gaurav Saxena, Dipti Misra Sharma, Ben Ambridge, Soumitra Samanta, Rukmini Bhaya Nair, Bhuvana Narasimhan, Ramya Maitreyee
Publikováno v:
Open Research Europe, Vol 3 (2023)
Background: A question that lies at the very heart of language acquisition research is how children learn semi-regular systems with exceptions (e.g., the English plural rule that yields cats, dogs, etc, with exceptions feet and men). We investigated
Externí odkaz:
https://doaj.org/article/e1851cc46f1047598d63e54f0674b879
Autor:
Pruthwik Mishra, Gaurav Saxena, Dipti Misra Sharma, Ben Ambridge, Soumitra Samanta, Rukmini Bhaya Nair, Bhuvana Narasimhan, Ramya Maitreyee
Publikováno v:
Open Research Europe, Vol 3 (2023)
Background: A question that lies at the very heart of language acquisition research is how children learn semi-regular systems with exceptions (e.g., the English plural rule that yields cats, dogs, etc, with exceptions feet and men). We investigated
Externí odkaz:
https://doaj.org/article/839517e5023a419db777d7387da65355
Autor:
Yash Khemchandani, Stephen O’Hagan, Soumitra Samanta, Neil Swainston, Timothy J. Roberts, Danushka Bollegala, Douglas B. Kell
Publikováno v:
Journal of Cheminformatics, Vol 12, Iss 1, Pp 1-17 (2020)
Abstract We address the problem of generating novel molecules with desired interaction properties as a multi-objective optimization problem. Interaction binding models are learned from binding data using graph convolution networks (GCNs). Since the e
Externí odkaz:
https://doaj.org/article/2f1ad5496fe14e808d0dd23592b59458
Autor:
Stewart McCauley, Seth Campbell, Dipti Misra Sharma, Ruth Berman, Kumiko Fukumura, Rukmini Bhaya Nair, Margarita Julajuj Mendoza, Ben Ambridge, Laura Doherty, Tomoko Tatsumi, Ramya Maitreyee, Pedro Mateo Pedro, Shira Zicherman, Amy Bidgood, Ayuno Kawakami, Bhuvana Narasimhan, Clifton Pye, Dani Bekman, Inbal Arnon, Sindy Fabiola Can Pixabaj, Amir Efrati, Soumitra Samanta, Mario Marroquín Pelíz
Publikováno v:
Open Research Europe, Vol 1 (2022)
How do language learners avoid the production of verb argument structure overgeneralization errors (*The clown laughed the man c.f. The clown made the man laugh), while retaining the ability to apply such generalizations productively when appropriate
Externí odkaz:
https://doaj.org/article/93ca9d87448e4fc19619d2b7fe897fbe
Autor:
Aditya Divyakant Shrivastava, Neil Swainston, Soumitra Samanta, Ivayla Roberts, Marina Wright Muelas, Douglas B. Kell
Publikováno v:
Biomolecules, Vol 11, Iss 12, p 1793 (2021)
The ‘inverse problem’ of mass spectrometric molecular identification (‘given a mass spectrum, calculate/predict the 2D structure of the molecule whence it came’) is largely unsolved, and is especially acute in metabolomics where many small mo
Externí odkaz:
https://doaj.org/article/dea105313cff4afcacc9156850d2b54e
Publikováno v:
Molecules, Vol 25, Iss 15, p 3446 (2020)
Molecular similarity is an elusive but core “unsupervised” cheminformatics concept, yet different “fingerprint” encodings of molecular structures return very different similarity values, even when using the same similarity metric. Each encodi
Externí odkaz:
https://doaj.org/article/33a34aef2cf14790ae04a2a153b8faf1
Autor:
Ramya Maitreyee, Gaurav Saxena, Bhuvana Narasimhan, Dipti Misra Sharma, Pruthwik Mishra, Rukmini Bhaya Nair, Soumitra Samanta, Ben Ambridge
Publikováno v:
Open Research Europe
Background: A question that lies at the very heart of language acquisition research is how children learn semi-regular systems with exceptions (e.g., the English plural rule that yields cats, dogs, etc, with exceptions feet and men). We investigated
Publikováno v:
Kell, D B, Samanta, S & Swainston, N 2020, ' Deep learning and generative methods in cheminformatics and chemical biology: navigating small molecule space intelligently ', Biochemical Journal, vol. 477, no. 23, pp. 4559-4580 . https://doi.org/10.1042/BCJ20200781
Biochemical Journal
Biochemical Journal
The number of ‘small’ molecules that may be of interest to chemical biologists — chemical space — is enormous, but the fraction that have ever been made is tiny. Most strategies are discriminative, i.e. have involved ‘forward’ problems (h
Autor:
Inbal Arnon, Clifton Pye, Bhuvana Narasimhan, S Zicherman, Ruth A. Berman, Laura Doherty, S Campbell, MM Pelíz, MJ Mendoza, A. Bidgood, Kumiko Fukumura, Rukmini Bhaya Nair, P Mateo Pedro, A Efrati, Stewart M. McCauley, A Kawakami, SF Can Pixabaj, Soumitra Samanta, DM Sharma, D Bekman, Ben Ambridge, Tomoko Tatsumi, Ramya Maitreyee
Publikováno v:
Open Research Europe
How do language learners avoid the production of verb argument structure overgeneralization errors (*The clown laughed the man c.f. The clown made the man laugh), while retaining the ability to apply such generalizations productively when appropriate
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7776c838c6275d1882378b99ad0be345
https://usir.salford.ac.uk/id/eprint/59926/9/0f023d65-3c68-461c-9019-1671cc0b7014_13008_-_ben_ambridge_v2.pdf
https://usir.salford.ac.uk/id/eprint/59926/9/0f023d65-3c68-461c-9019-1671cc0b7014_13008_-_ben_ambridge_v2.pdf
Publikováno v:
IEEE Transactions on Image Processing. 28:5495-5509
In this paper, we propose a novel multiple pyramids based image inpainting method using local patch statistics and geometric feature-based sparse representation to maintain texture consistency and structure coherence. First, we approximate each patch