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    Academic Journals

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• Cephalopod species identification using integrated analysis of machine learning and deep learning approaches.

  Authors:Hui Yuan Tan, Zhi Yun Goh, Kar-Hoe Loh, Amy Yee-Hui Then, Hasmahzaiti Omar, and Siow-Wee ChangFrom:PeerJ (Vol. 9) Peer-Reviewed

  Aug. 9, 20217,778 words Article 1400LBackground Despite the high commercial fisheries value and ecological importance as prey item for higher marine predators, very limited taxonomic work has been done on cephalopods in Malaysia. Due to the soft-bodied...

• A machine learning approach of predicting high potential archers by means of physical fitness indicators

  Authors:Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Zahari Taha, Siow Wee Chang, Ahmad Fakhri Ab. Nasir, and Mohamad Razali AbdullahFrom:PLoS ONE (Vol. 14, Issue 1) Peer-Reviewed

  Jan. 3, 20195,227 words Report 1550Lk-nearest neighbour (k-NN) has been shown to be an effective learning algorithm for classification and prediction. However, the application of k-NN for prediction and classification in specific sport is still in its...

• Automated classification of tropical shrub species: a hybrid of leaf shape and machine learning approach

  Authors:Miraemiliana Murat, Siow-Wee Chang, Arpah Abu, Hwa Jen Yap, and Kien-Thai YongFrom:PeerJ (Vol. 5) Peer-Reviewed

  Sept. 12, 20177,533 words Report 1380LPlants play a crucial role in foodstuff, medicine, industry, and environmental protection. The skill of recognising plants is very important in some applications, including conservation of endangered species and...

• A genetic programming approach to oral cancer prognosis

  Authors:Mei Sze Tan, Jing Wei Tan, Siow-Wee Chang, Hwa Jen Yap, Sameem Abdul Kareem, and Rosnah Binti ZainFrom:PeerJ (Vol. 4) Peer-Reviewed

  Sept. 21, 20165,888 words Article 1400LBackground The potential of genetic programming (GP) on various fields has been attained in recent years. In bio-medical field, many researches in GP are focused on the recognition of cancerous cells and also on gene...

• Integrative machine learning analysis of multiple gene expression profiles in cervical cancer

  Authors:Mei Sze Tan, Siow-Wee Chang, Phaik Leng Cheah, and Hwa Jen YapFrom:PeerJ (Vol. 6) Peer-Reviewed

  July 25, 20187,599 words Report 1420LAlthough most of the cervical cancer cases are reported to be closely related to the Human Papillomavirus (HPV) infection, there is a need to study genes that stand up differentially in the final actualization of...