Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Muhammad Faiz Misman"'
Autor:
Hairudin Abdul Majid, Muhamad Farhin Harun, Nur Azni Ab Aziz, Muhammad Faiz Misman, Zuraini Ali Shah, Azurah A. Samah, Haslina Hashim
Publikováno v:
2019 1st International Conference on Artificial Intelligence and Data Sciences (AiDAS).
Artificial neural networks (ANN) has been widely used to speed up data prediction operations with over thousands of features available. In this paper, we propose a regression-based ANN model with three hidden layers to predict the age of abalones. It
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9030e4c9bd3501ac8b064f04ac7af216
https://doi.org/10.1109/aidas47888.2019.8970983
https://doi.org/10.1109/aidas47888.2019.8970983
Autor:
Hairuddin Abu Majid, Haslina Hashim, Muhammad Faiz Misman, Farah Aqilah Ezudin, Muhamad Farhin Harun, Azurah A. Samah, Zuraini Ali Shah
Publikováno v:
2019 1st International Conference on Artificial Intelligence and Data Sciences (AiDAS).
Autism Spectrum Disorder (ASD) is a developmental brain disorder that causes deficits in linguistic, communicative, and cognitive skills as well as social skills. Various application of Machine Learning has been applied apart from the clinical tests
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b8af3d71a0d18d5a86a73f864df13ef5
https://doi.org/10.1109/aidas47888.2019.8970823
https://doi.org/10.1109/aidas47888.2019.8970823
Autor:
Mohd Saberi Mohamad, Muhammad Faiz Misman, Siti Zaiton Mohd Hashim, Afnizanfaizal Abdullah, Safaai Deris
Publikováno v:
Bioinformation
Pathway analysis has lead to a new era in genomic research by providing further biological process information compared to traditional single gene analysis. Beside the advantage, pathway analysis provides some challenges to the researchers, one of wh
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b2bc414047ccc198cf002564301ce78
http://europepmc.org/articles/PMC3218518
http://europepmc.org/articles/PMC3218518
Publikováno v:
Artificial Life and Robotics. 13:414-417
Gene expression technology, namely microarrays, offers the ability to measure the expression levels of thousands of genes simultaneously in biological organisms. Microarray data are expected to be of significant help in the development of an efficien
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::582c42bcba48448e43af761c0aff571b
https://doi.org/10.1007/s10015-008-0534-4
https://doi.org/10.1007/s10015-008-0534-4
Publikováno v:
Artificial Life and Robotics. 13:410-413
A microarray machine offers the capacity to measure the expression levels of thousands of genes simultaneously. It is used to collect information from tissue and cell samples regarding gene expression differences that could be useful for cancer class
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::68103634747e5f296d5a51d2bffc997d
https://doi.org/10.1007/s10015-008-0533-5
https://doi.org/10.1007/s10015-008-0533-5
Publikováno v:
International journal of data mining and bioinformatics. 10(2)
The pathway-based microarray classification approach leads to a new era of genomic research. However, this approach is limited by the issues in quality of pathway data. Usually the pathway data are curated from biological literatures and in specific
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31b558d8985e25510c71a696bb3e48c2
https://pubmed.ncbi.nlm.nih.gov/25796735
https://pubmed.ncbi.nlm.nih.gov/25796735
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783642403187
PAKDD Workshops
PAKDD Workshops
Advancements in pathway-based microarray classification approach leads to a new era of genomic research. However, it is limited by issues regarding the quality of the pathway data as these data are usually curated from biological literatures and in s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::180e35a1b7a7c1043e4f5793fedc0805
https://doi.org/10.1007/978-3-642-40319-4_23
https://doi.org/10.1007/978-3-642-40319-4_23
Publikováno v:
2009 International Conference on Information Management and Engineering.
The advent of high-throughput techniques such as microarray data enabled researchers to elucidate process in a cell that fruitfully useful for pathological and medical. For such opportunities, microarray gene expression data have been explored and ap
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1f471f7cbffd0669a4d109d21e3bdf58
https://doi.org/10.1109/icime.2009.104
https://doi.org/10.1109/icime.2009.104
Publikováno v:
2009 International Conference on Information Management and Engineering.
In this review, we have discussed about approaches in pathway based microarray analysis. Commonly, there are two approaches in pathway based analysis, Enrichment Score and Supervised Machine Learning. These pathway based approaches usually aim to sta
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5b80591980543ebcc4975b400e543368
https://doi.org/10.1109/icime.2009.103
https://doi.org/10.1109/icime.2009.103