Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Manisha Singla"'
Publikováno v:
Journal of Anaesthesiology Clinical Pharmacology, Vol 40, Iss 3, Pp 544-545 (2024)
Externí odkaz:
https://doaj.org/article/18b4bec16dd745b08713bc5fa4bf0765
Publikováno v:
Neural Processing Letters. 53:3981-4010
Training a machine learning model on the data sets with missing labels is a challenging task. Not all models can handle the problem of missing labels. However, if these data sets are further corrupted with label noise, it becomes even more challengin
Publikováno v:
Neural Processing Letters. 52:2211-2239
As support vector machines (SVM) are used extensively in machine learning applications, it becomes essential to obtain a sparse model that is also robust to noise in the data set. Although many researchers have presented different approaches to get a
Publikováno v:
International Journal of Machine Learning and Cybernetics. 11:1359-1385
This paper gives an overview of developments in the field of robust optimization in machine learning (ML) in general and Support Vector Machine (SVM)/Support Vector Regression (SVR) models in particular. This survey comprises of researches in which r
Autor:
Kaushal K. Shukla, Manisha Singla
Publikováno v:
Neural Computing and Applications. 32:11173-11194
Support vector machines (SVMs) are versatile learning models which are used for both classification and regression. Several authors have reported successful applications of SVM in a wide range of fields. With the continuous growth and development in
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9789811503382
It is essential to get the regular check-up of our eye so that the earlier detection of diabetic retinopathy (DR) can be made possible. DR is the disease because of retinal damage due to prolonged diabetic mellitus. The detection of DR using eye fund
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::db6711314d6f8821af7c37478eebab09
https://doi.org/10.1007/978-981-15-0339-9_9
https://doi.org/10.1007/978-981-15-0339-9_9
Autor:
Gaurav Bansal, Manisha Singla
Publikováno v:
Lecture Notes in Electrical Engineering ISBN: 9789811389412
This paper focuses on the improved prediction of diabetes over the very famous Pima Indians dataset. This work focuses on the ensembled result of Non-linear support vector machines (SVM) aggregated with partial least square classifier (PLS). The idea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0477060845dd230c427ed6158851aaf1
https://doi.org/10.1007/978-981-13-8942-9_62
https://doi.org/10.1007/978-981-13-8942-9_62
Publikováno v:
Pattern Recognition. 105:107395
In this work, with the help of the rescaled Hinge loss, we propose a twin support vector regression (TSVR) model that is robust to noise. The corresponding optimization problem turns out to be non-convex with smooth l2 regularizer. To solve the probl
Autor:
Kaushal K. Shukla, Manisha Singla
Publikováno v:
Proceedings of 2nd International Conference on Communication, Computing and Networking ISBN: 9789811312168
This paper concentrates on four very similar metaheuristic optimization algorithms: Differential Evolution (DE), Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and Cuckoo Search (CS) algorithm. These optimization algorithms are used to so
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ee1ad66919236db5768da22516046c18
https://doi.org/10.1007/978-981-13-1217-5_60
https://doi.org/10.1007/978-981-13-1217-5_60
Publikováno v:
New Journal of Chemistry. 39:4316-4327
Novel copper(II) nanocoordination complexes [LCuCl]Cl C1, [LCu(SCN)]SCN C2, and [LCu(NO3)]NO3C3 capped by bis-benzimidazole diamide ligand N1,N5-bis{(1H-benzo[d]imidazole-2-yl)methyl}glutarimide L were synthesized and characterized by spectroscopic m