Machine learning for sports betting: should model selection be based on accuracy or calibration?

Autor: Walsh, Conor, Joshi, Alok

Sports betting's recent federal legalisation in the USA coincides with the golden age of machine learning. If bettors can leverage data to reliably predict the probability of an outcome, they can recognise when the bookmaker's odds are in their favou

Externí odkaz: http://arxiv.org/abs/2303.06021

Computational neurology: Computational modeling approaches in dementia

Autor: Wong-Lin, KongFatt, Sanchez-Bornot, Jose M., McCombe, Niamh, Kaur, Daman, McClean, Paula L., Zou, Xin, Youssofzadeh, Vahab, Ding, Xuemei, Bucholc, Magda, Yang, Su, Prasad, Girijesh, Coyle, Damien, Maguire, Liam P., Wang, Haiying, Wang, Hui, Atiya, Nadim A. A., Joshi, Alok

Dementia is a collection of symptoms associated with impaired cognition and impedes everyday normal functioning. Dementia, with Alzheimer's disease constituting its most common type, is highly complex in terms of etiology and pathophysiology. A more

Externí odkaz: http://arxiv.org/abs/2005.02214

Genetic Algorithmic Parameter Optimisation of a Recurrent Spiking Neural Network Model

Autor: Ezenwe, Ifeatu, Joshi, Alok, Wong-Lin, KongFatt

Neural networks are complex algorithms that loosely model the behaviour of the human brain. They play a significant role in computational neuroscience and artificial intelligence. The next generation of neural network models is based on the spike tim

Externí odkaz: http://arxiv.org/abs/2003.13850

Secondary infections modify the overall course of hospitalized patients with COVID-19: a retrospective study from a network of hospitals across North India

Autor: Budhiraja, Sandeep, Tarai, Bansidhar, Jain, Dinesh, Aggarwal, Mona, Indrayan, Abhaya, Das, Poonam, Mishra, Ram Shankar, Bali, Supriya, Mahajan, Monica, Kirtani, Jay, Tickoo, Rommel, Soni, Pankaj, Nangia, Vivek, Lall, Ajay, Kishore, Nevin, Jain, Ashish, Singh, Omender, Singh, Namrita, Kumar, Ashok, Saxena, Prashant, Dewan, Arun, Aggarwal, Ritesh, Mehra, Mukesh, Jain, Meenakshi, Nakra, Vimal, Sharma, Bhagwan Das, Pandey, Praveen Kumar, Singh, Yogendra Pal, Arora, Vijay, Jain, Suchitra, Chhabra, Ranjana, Tuli, Preeti, Boobna, Vandana, Joshi, Alok, Aggarwal, Manoj, Gupta, Rajiv, Aneja, Pankaj, Dhall, Sanjay, Arora, Vineet, Chugh, Inder Mohan, Garg, Sandeep, Mittal, Vikas, Gupta, Ajay, Jyoti, Bikram, Sharma, Puneet, Bhasin, Pooja, Jain, Shakti, Singhal, Rajinder Kumar, Bhasin, Atul, Vardani, Anil, Pal, Vivek, Pande, Deepak Gargi, Gulati, Tribhuvan, Nayar, Sandeep, Kalra, Sunny, Garg, Manish, Pande, Rajesh, Bag, Pradyut, Gupta, Arpit, Sharma, Jitin, Handoo, Anil, Burman, Purabi, Gupta, Ajay Kumar, Choudhary, Pankaj Nand, Gupta, Ashish, Gupta, Puneet, Joshi, Sharad, Tayal, Nitesh, Gupta, Manish, Khanna, Anita, Kishore, Sachin, Sahay, Shailesh, Dang, Rajiv, Mishra, Neelima, Sekhri, Sunil, Srivastava, Rajneesh Chandra, Agrawal, Mitali Bharat, Mathur, Mohit, Banwari, Akash, Khetarpal, Sumit, Pandove, Sachin, Bhasin, Deepak, Singh, Harpal, Midha, Devender, Bhutani, Anjali, Kaur, Manpreet, Singh, Amarjit, Sharma, Shalini, Singla, Komal, Gupta, Pooja, Sagar, Vinay, Dixit, Ambrish, Bajpai, Rashmi, Chachra, Vaibhav, Tyagi, Puneet, Saxena, Sanjay, Uniyal, Bhupesh, Belwal, Shantanu, Aier, Imliwati, Singhal, Mini, Khaduri, Ankit

Publikováno v: In IJID Regions June 2022 3:44-53

Multi-dimensional relationships among dementia, depression and prescribed drugs in England and Wales hospitals.

Autor: Joshi, Alok^1,2 (AUTHOR) a.joshi@ulster.ac.uk, Todd, Stephen³ (AUTHOR), Finn, David P.⁴ (AUTHOR), McClean, Paula L.⁵ (AUTHOR), Wong-Lin, KongFatt¹ (AUTHOR) k.wong-lin@ulster.ac.uk

Publikováno v: BMC Medical Informatics & Decision Making. 10/7/2022, Vol. 22 Issue 1, p1-11. 11p.