Search Results - "Datta, Arghya"

On the distribution of polynomials having a given number of irreducible factors over finite fields by Datta, Arghya

“…Let q ⩾ 2 be a fixed prime power. We prove an asymptotic formula for counting the number of monic polynomials that are of degree n and have exactly k…”
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Machine learning liver-injuring drug interactions with non-steroidal anti-inflammatory drugs (NSAIDs) from a retrospective electronic health record (EHR) cohort by Datta, Arghya, Flynn, Noah R., Barnette, Dustyn A., Woeltje, Keith F., Miller, Grover P., Swamidass, S. Joshua

“…Drug-drug interactions account for up to 30% of adverse drug reactions. Increasing prevalence of electronic health records (EHRs) offers a unique opportunity…”
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'Black Box' to 'Conversational' Machine Learning: Ondansetron Reduces Risk of Hospital-Acquired Venous Thromboembolism by Datta, Arghya, Matlock, Matthew K., Le Dang, Na, Moulin, Thiago, Woeltje, Keith F., Yanik, Elizabeth L., Joshua Swamidass, Sanjay

“…Machine learning, combined with a proliferation of electronic healthcare records (EHR), has the potential to transform medicine by identifying previously…”
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Torrefied Mustard Straw as a Potential Solid Biofuel: a Study with Physicochemical Characterization and Thermogravimetric and Emission Analysis by Gajera, Bhautik, Datta, Arghya, Gakkhar, Nikhil, Sarma, Anil Kumar

“…Torrefaction enhances the properties of biomass fuels which add to their suitability as energy sources. Due to the abundance availability of mustard straw in…”
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Theoretical process design of a gasifier using mixed biomass variety by Awasthi, Deepanshu, Datta, Arghya, Gakkhar, Nikhil

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Optimization of mixed agro residue pellets for enhanced fuel quality and economic feasibility by Gajera, Bhautik, Datta, Arghya, Sarma, Anil Kumar, Jha, Mithilesh Kumar

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Separation and recovery of copper from aqueous solutions using tri-n-butyl phosphate in benzene by Datta, Arghya, Datta, Dipaloy, Chandra, Avinash

“…Purification of aqueous stream of sulphate containing copper ions (Cu2+) has been studied by reactive extraction technique. Dissolved Cu2+ ions are removed…”
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A comprehensive analysis and optimization of coal–biomass mixed fuel for sustainable power generation using the design of experiments and artificial neural network by Datta, Arghya, Gajera, Bhautik, Saikia, Manmit, Patra, Tapas, Sarma, Anil Kumar

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Meloxicam methyl group determines enzyme specificity for thiazole bioactivation compared to sudoxicam by Barnette, Dustyn A., Schleiff, Mary A., Datta, Arghya, Flynn, Noah, Swamidass, S. Joshua, Miller, Grover P.

“…[Display omitted] •Quantitative kinetics revealed enzyme roles in meloxicam/sudoxicam metabolism.•Thiazole methyl substituent alters enzyme specificity for…”
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Machine Learning in Complex Scientific Domains: Hospitalization Records, Drug Interactions, Predictive Modeling and Fairness for Class Imbalanced Data by Datta, Arghya

“…Machine learning has demonstrated potential in analyzing large, complex datasets and has become ubiquitous across many fields of scientific research. As…”
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Machine learning liver-injuring drug interactions with non-steroidal anti-inflammatory drugs by Datta, Arghya, Flynn, Noah R, Barnette, Dustyn A, Woeltje, Keith F, Miller, Grover P, Swamidass, S. Joshua

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Machine learning liver-injuring drug interactions with non-steroidal anti-inflammatory drugs cohort by Datta, Arghya, Flynn, Noah R, Barnette, Dustyn A, Woeltje, Keith F, Miller, Grover P, Swamidass, S. Joshua

“…Drug-drug interactions account for up to 30% of adverse drug reactions. Increasing prevalence of electronic health records (EHRs) offers a unique opportunity…”
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On the distribution of polynomials having a given number of irreducible factors over finite fields by Datta, Arghya

“…Let $q\geqslant 2$ be a fixed prime power. We prove an asymptotic formula for counting the number of monic polynomials that are of degree $n$ and have exactly…”
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Residence time distribution measurements in an ethyl acetate reactor using radiotracer technique by Datta, Arghya, Gupta, Raj Kumar, Goswami, Sunil, Sharma, Vijay Kumar, Bhunia, Haripada, Singh, Damandeep, Pant, Harish Jagat

“…In the present study, residence time distribution measurements were carried out in an industrial-scale ethyl acetate reactors using Bromine-82 as radiotracer…”
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On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis by Datta, Arghya, Chakrabarty, Sayak

“…Probabilistic principal component analysis (PPCA) is currently one of the most used statistical tools to reduce the ambient dimension of the data. From…”
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Radiotracer investigation on the measurement of residence time distribution in an ethyl acetate reactor system with a large recycle ratio by Datta, Arghya, Kumar Gupta, Raj, Goswami, Sunil, Kumar Sharma, Vijay, Bhunia, Haripada, Singh, Damandeep, Jagat Pant, Harish

“…A radiotracer investigation was carried out on the measurement of residence time distribution (RTD) of process fluid in an industrial-scale ethyl acetate…”
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Fair-Net: A Network Architecture For Reducing Performance Disparity Between Identifiable Sub-Populations by Datta, Arghya, Swamidass, S. Joshua

“…Proceedings of the 14th International Conference on Agents and Artificial Intelligence (ICAART)- Year 2022; Volume 3; Pages 645-654 In real world datasets,…”
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Measuring and Mitigating Local Instability in Deep Neural Networks by Datta, Arghya, Nandi, Subhrangshu, Xu, Jingcheng, Steeg, Greg Ver, Xie, He, Kumar, Anoop, Galstyan, Aram

“…Deep Neural Networks (DNNs) are becoming integral components of real world services relied upon by millions of users. Unfortunately, architects of these…”
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Cal-Net: Jointly Learning Classification and Calibration On Imbalanced Binary Classification Tasks by Datta, Arghya, Flynn, Noah R., Swamidass, S. Joshua

“…Datasets in critical domains are often class imbalanced, with a minority class far rarer than the majority class, and classification models face challenges to…”
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Deep learning long-range information in undirected graphs with wave networks by Matlock, Matthew K., Datta, Arghya, Dang, Na Le, Jiang, Kevin, Swamidass, S. Joshua

“…Graph algorithms are key tools in many fields of science and technology. Some of these algorithms depend on propagating information between distant nodes in a…”
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