[HTML][HTML] Support vector regression
M Awad, R Khanna, M Awad, R Khanna - Efficient learning machines …, 2015 - Springer
Rooted in statistical learning or Vapnik-Chervonenkis (VC) theory, support vector machines
(SVMs) are well positioned to generalize on yet-to-be-seen data. The SVM concepts …
(SVMs) are well positioned to generalize on yet-to-be-seen data. The SVM concepts …
[HTML][HTML] Support vector machines for classification
M Awad, R Khanna, M Awad, R Khanna - Efficient learning machines …, 2015 - Springer
This chapter covers details of the support vector machine (SVM) technique, a sparse kernel
decision machine that avoids computing posterior probabilities when building its learning …
decision machine that avoids computing posterior probabilities when building its learning …
[BOOK][B] Efficient learning machines: theories, concepts, and applications for engineers and system designers
M Awad, R Khanna - 2015 - library.oapen.org
Machine learning (ML) is a branch of artificial intelligence that systematically applies
algorithms to synthesize the underlying relationships among data and information. For …
algorithms to synthesize the underlying relationships among data and information. For …
RAPL: Memory power estimation and capping
H David, E Gorbatov, UR Hanebutte… - Proceedings of the 16th …, 2010 - dl.acm.org
The drive for higher performance and energy efficiency in data-centers has influenced
trends toward increased power and cooling requirements in the facilities. Since enterprise …
trends toward increased power and cooling requirements in the facilities. Since enterprise …
Assessment of health-related quality of life among primary caregivers of children with autism spectrum disorders
R Khanna, SS Madhavan, MJ Smith, JH Patrick… - Journal of autism and …, 2011 - Springer
The impact of caring for a child with autism on caregivers' health-related quality of life
(HRQOL) is not fully understood. The objective of this study was to compare the HRQOL …
(HRQOL) is not fully understood. The objective of this study was to compare the HRQOL …
[HTML][HTML] Field programmable gate array applications—A scientometric review
Field Programmable Gate Array (FPGA) is a general purpose programmable logic device
that can be configured by a customer after manufacturing to perform from a simple logic gate …
that can be configured by a customer after manufacturing to perform from a simple logic gate …
[HTML][HTML] Machine learning in action: Examples
M Awad, R Khanna, M Awad, R Khanna - Efficient learning machines …, 2015 - Springer
Abstract Machine learning is an important means of synthesizing and interpreting the
underlying relationship between data patterns and proactive optimization tasks. Machine …
underlying relationship between data patterns and proactive optimization tasks. Machine …
Birds have four legs?! numersense: Probing numerical commonsense knowledge of pre-trained language models
Recent works show that pre-trained language models (PTLMs), such as BERT, possess
certain commonsense and factual knowledge. They suggest that it is promising to use …
certain commonsense and factual knowledge. They suggest that it is promising to use …
[HTML][HTML] Usefulness of ultrasonography for the evaluation of cervical lymphadenopathy
R Khanna, AD Sharma, S Khanna, M Kumar… - World journal of surgical …, 2011 - Springer
Aim To evaluate the role of ultrasonography for differentiating cervical lymphadenopathy
due to tuberculosis, metastasis and lymphoma. Methods Ultrasonography of the neck nodes …
due to tuberculosis, metastasis and lymphoma. Methods Ultrasonography of the neck nodes …
Health-related quality of life and its determinants among adults with autism
R Khanna, K Jariwala-Parikh, D West-Strum… - Research in Autism …, 2014 - Elsevier
The purpose of this study was to determine health-related quality of life (HRQOL) among
adults with autism, and compare it to the HRQOL of the general adult population in the …
adults with autism, and compare it to the HRQOL of the general adult population in the …