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Modified Transformer Architecture to Explain Black Box Models in Narrative Form
The current XAI techniques present explanations mainly as visuals and structured data. However, these explanations are difficult to interpret for a non-expert user. Here, the use of natural language generation (NLG)-based...
Published by: IGI Global Scientific Publishing
An Improved Supervised Classification Algorithm in Healthcare Diagnostics for Predicting Opioid Habit Disorder
Opioid Habit Disorder (OHD), which has become a mass health epidemic, is defined as the psychological or physical dependency on opioids. This study demonstrates how supervised machine learning procedures help us investigate and...
Published by: IGI Global Scientific Publishing
A quick and selective rhodamine based “smart probe” for “signal-on” optical detection of Cu<sup>2+</sup> and Al<sup>3+</sup> in water, cell imaging, computational studies and solid state analysis
Abhishek Rai, Alok Kumar Singh, Kamini Tripathi, Avinash Kumar Sonkar, Brijesh Singh Chauhan, S. Srikrishna, Tony D. James, Lallan Mishra
Aug 01, 2018
A novel rhodamine hydrazone 1 has been synthesized by the condensation of rhodamine B hydrazide with allylsalicylaldehyde and has been fully characterized using various physicochemical techniques including single crystal XRD....
Spatiotemporal blocking of the bouncy particle sampler for efficient inference in state-space models
Abstract: We propose a novel blocked version of the continuous-time bouncy particle sampler of Bouchard-Côté et al. (J Am Stat Assoc 113(522):855–867, 2018) which is applicable to any differentiable probability density. This...
Spatiotemporal blocking of the bouncy particle sampler for efficient inference in state-space models
Abstract: We propose a novel blocked version of the continuous-time bouncy particle sampler of Bouchard-Côté et al. (J Am Stat Assoc 113(522):855–867, 2018) which is applicable to any differentiable probability density. This...
Anytime parallel tempering
Abstract: Developing efficient MCMC algorithms is indispensable in Bayesian inference. In parallel tempering, multiple interacting MCMC chains run to more efficiently explore the state space and improve performance. The multiple...
Anytime parallel tempering
Abstract: Developing efficient MCMC algorithms is indispensable in Bayesian inference. In parallel tempering, multiple interacting MCMC chains run to more efficiently explore the state space and improve performance. The multiple...
A quick and selective rhodamine based “smart probe” for “signal-on” optical detection of Cu<sup>2+</sup> and Al<sup>3+</sup> in water, cell imaging, computational studies and solid state analysis
Abhishek Rai, Alok Kumar Singh, Kamini Tripathi, Avinash Kumar Sonkar, Brijesh Singh Chauhan, S. Srikrishna, Tony D. James, Lallan Mishra
Aug 01, 2018
A novel rhodamine hydrazone 1 has been synthesized by the condensation of rhodamine B hydrazide with allylsalicylaldehyde and has been fully characterized using various physicochemical techniques including single crystal XRD....
Software Effort Estimation Development From Neural Networks to Deep Learning Approaches
Software Engineering is a branch of computers that includes the development of structured software applications. Estimation is a significant measure of software engineering projects, and the skill to yield correct effort...
Published by: IGI Global Scientific Publishing
Semantic Pattern Detection in COVID-19 Using Contextual Clustering and Intelligent Topic Modeling
The Covid-19 pandemic is the deadliest outbreak in our living memory. So, it is need of hour, to prepare the world with strategies to prevent and control the impact of the epidemics. In this paper, a novel semantic pattern...
Published by: IGI Global Scientific Publishing
Ultrafast pressure sensing with transient tunnelling currents
We report and systematically study large amplitude piezoresistance spikes in thin composite films under stress. These spikes are characterized by a unique double exponential decay which we demonstrate to be the signature of...
Mechanochemical feedback control of dynamin independent endocytosis modulates membrane tension in adherent cells.
Joseph Jose Thottacherry, Anita Joanna Kosmalska, Amit Kumar, Amit Singh Vishen, Alberto Elosegui-Artola, Susav Pradhan, Sumit Sharma, Parvinder P Singh, Marta C Guadamillas, Natasha Chaudhary, Ram Vishwakarma, Xavier Trepat, Miguel A Del Pozo, Robert G Parton, Madan Rao, Pramod Pullarkat, Pere Roca-Cusachs, Satyajit Mayor
Jan 06, 2020
Plasma membrane tension regulates many key cellular processes. It is modulated by, and can modulate, membrane trafficking. However, the cellular pathway(s) involved in this interplay is poorly understood. Here we find that...
Internet of Things (IoT) and Changing Face of Project Management
Vikram Singh Prasher
Jan 01, 0001
Internet of Things (IoT) or Industrial Internet is a modern day catchword, which over the past few years has tremendously impacted numerous aspects of almost-all the advanced technology fields. IoT framework envisions...
Internet of Things; Project management; Big Data; Cloud computing Management Human Resources Management Interpersonal and Small Group Communication Management Information Systems Management Sciences and Quantitative Methods
Published by: Harrisburg University of Science and Technology
HSCs revive their niche after transplantation.
Simón Méndez-Ferrer
Dec 11, 2020
Golan K, Singh AK et al.1 describe how mitochondrial transfer from hematopoietic stem cells (HSCs) to bone marrow (BM) mesenchymal stem cells (MSCs) helps to regenerate the stroma and its capacity to sustain hematopoietic...
The Role Of Adult Stem Cells And Tumor Necrosis Factor In Peripheral Neuropathy
Prabhjot Singh Dhadialla
Jan 01, 0001
Peripheral neuropathies are a significant cause of morbidity and mortality, with a population prevalence of 2,400 per 100,000 (2.4%) that increases in the elderly to 8,000 per 100,000 (8%)(C. N. Martyn and R. A. Hughes, 1997)....
Published by: Rockefeller University
Ultrafast pressure sensing with transient tunnelling currents
We report and systematically study large amplitude piezoresistance spikes in thin composite films under stress. These spikes are characterized by a unique double exponential decay which we demonstrate to be the signature of...
The “I” in BRICS
This paper inquires theoretically into how leaders act and react to the state role of rising power through the case study of India. It brings together role theory and leadership trait analysis, and contends that there is a...
Practical Considerations for Continuous Time-Domain Cerebrovascular Reactivity Indices in Traumatic Brain Injury
Literature pertaining to traumatic brain injury care involves the mediation and control of secondary brain injury mechanisms, chief among these is cerebral autoregulation. Cerebral autoregulation is frequently assessed through...
Traumatic brain injury cerebral autoregulation Linearity continuous monitoring Cerebrovascular Reactivity (Cvrx)
Published by: Frontiers in neurology
The development of a dynamic, six-axis spine simulator
Background Context
Although a great deal of research has been completed to characterize the stiffness of spinal specimens, there remains a limited understanding of the spine in 6 df and there is a lack of data from...
Although a great deal of research has been completed to characterize the stiffness of spinal specimens, there remains a limited understanding of the spine in 6 df and there is a lack of data from...
Association Between Processed Electroencephalogram-Based Objectively Measured Depth of Sedation and Cerebrovascular Response
Logan Froese, Joshua Dian, Alwyn Gomez, Carleen Batson, Amanjyot Singh Sainbhi, Frederick A. Zeiler
Sep 03, 2021
Background: Current understanding of the impact that sedative agents have on neurovascular coupling, cerebral blood flow (CBF) and cerebrovascular response remains uncertain. One confounding factor regarding the impact of...
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