A study of deep learning on many-core processors by Chen, Peng

“…Some problems in deep learning are still challenging research topics. With big data, training time is one of the major concerns to design a deep network. …”
Get full text

Mobile landmark recognition for information retrieval by Aung, Pyae Sone

“…Even reducing the resolution still gives the best result for dense sampling.…”
Get full text

Advanced control of wind power systems by Dang, Dinh Quy

“…The control algorithm for aerodynamics drive-train and dc-link voltage is therefore of the research interest. …”
Get full text

Rail (real) safety issues: predictive maintenance for Singapore railway by Khoo, Alyna Yi Jie

“…The quest to predict railway faults in Singapore is still underway, spearheaded by the Rail Enterprise Asset Management System (REAMS) project jointly led by SIEMENS and ST Engineering Consortium formed in 2018. …”
Get full text

The Malay Standard Framework (KSBM) as a measure of Malay writing mastery in third form activity books by Abd. Nasir, Siti Noridayu, Abdul Halim, Hazlina

“…This activity books is used by the Imtiyaz Tuition Centre in Putrajaya to train students at the third level for five month from early January to Mei. …”
Get full text

Lubrication mechanisms in offshore wind turbines by Gadgil, Abhiruchi

“…The lubricant is one of the components of the drive-train based systems. Lubricant interaction with the bearing and gears has been studied extensively to improve design parameters. …”
Get full text

Dynamic Time Warping fixed - frame coefficient with pitch feature for speech recognition system with neural network by Sudirman, Rubita

Get full text

Implementation of low sampling rate algorithm by Tan, Michael Teck Xin

“…When these models are trained with a large number of images, it is highly inefficient as it could take extremely long durations of time to train or require a very powerful computer to complete the process. …”
Get full text

A study on open set recognition methods by Sun, Xin

“…Deep learning has achieved state-of-the-art performance in many computer vision tasks, but there are still multiple challenges when applying deep learning to real-world problems. …”
Get full text

Neural combinatorial optimization: from routing to integer programming by Wu, Yaoxin

“…Although there is already abundant literature in such domain, some challenging aspects are still not tackled well. For example, the current deep models are generally still inferior to highly-specialized solvers in some specific COPs, and meanwhile it is still difficult for NCO methods to solve general COPs, especially the ones with uncertainty and multiple objectives. …”
Get full text

Prediction of stable perovskite quantum dots (QDs) using machine learning (ML) algorithms by Cheong, Ivan

“…Use of this new technology in the materials industry is still in its infancy, with many studies incorporating it as a supplement instead of substitution. …”
Get full text

Unveiling the future of budget hotels in Singapore by Chua, Hwee Lian, Kew, Wong Yip, Soh, Wee Li

“…The SHA can assist by providing ample staff training support, and the STPB could ensure adequate publishing and dissemination of information concerning budget hotels. …”
Get full text

Effective and efficient topic mining and exploration from geo-textual data by Zhao, Kaiqi

“…Some studies propose to learn geographical topic models to uncover latent regions and geographical topics. However, training these models is time consuming. It often takes months to train a model of moderate size (e.g., thousands of topics and thousands of regions) on millions of documents. …”
Get full text

Mobile coaching app for powerlifting by Wang, Longfei

“…As a competitive strength sport, despite it doe not require as much technique as weightlifting, powerlifting training is still very taxing physically and mentally, so it requires proper programming to progress and avoid injuries as well as balance between daily life and training. …”
Get full text

Design of intrusion detection systems for vehicular networks by Liang, Junwei

“…In addition, the performance of the IDS with FM-HMM is still remarkable even when rogue vehicles are 40% of the total. …”
Get full text

Taking the bite out of automated naming of characters in TV video by Everingham, M, Sivic, J, Zisserman, A

“…We investigate the problem of automatically labelling appearances of characters in TV or film material with their names. This is tremendously challenging due to the huge variation in imaged appearance of each character and the weakness and ambiguity of available annotation. …”

Modelling, exploration and optimization of hardware accelerators for deep learning applications by Dutt, Arko

“…These computing systems are still bottle-necked by under-achieved power-efficiency due to excessive data transfers. …”
Get full text

Automatic Generation of Chemical Kinetic Models including Macromolecules in Multiphase Systems by Pang, Hao-Wei

“…The modeling method is validated using experimental film growth measurements made with a quartz-crystal microbalance. …”
Get full text

Sensor fusion for object detection under adverse weather by Soh, Brandon Jian Zheng

“…Severe weather conditions can still impede LiDAR’s performance despite its excellent capabilities. …”
Get full text

Activated Sludge : Developments and Sustainable Solutions / by Gray, Nicholas F., author 370661, World Scientific (Online service) 655444

“…This interdisciplinary book is essential reading for both engineers and scientists whether training at university or practitioners and consultants in the wastewater industry…”
Get full text