Evaluating the socio-environmental impacts of monoculture cashew expansion in the Northern Western Ghats, India by Anushka Rege

“…Lastly, I compared bird diversity across cashew plantations, privately owned forests and government-controlled forests, using both acoustic methods and point count methods. I further examined how landscape-level covariates influenced the bird species richness and abundances. …”
Get full text

Automatic paddy planthopper detection and counting using faster R-CNN by Khairunniza-Bejo, Siti, Ibrahim, Mohd Firdaus, Hanafi, Marsyita, Jahari, Mahirah, Ahmad Saad, Fathinul Syahir, Mhd Bookeri, Mohammad Aufa

“…Most of the available automated counting methods are limited to populations of a small density and often do not consider those with a high density, which require more complex solutions due to overlapping objects. …”
Get full text

Deep reinforcement learning for optimal resource allocation by Ng, Steffi Si Yu

“…In addition, this project will practice parameter tuning methods on the algorithm to obtain a parameter set that can achieve the most optimal result.…”
Get full text

Placing objects in context via inpainting for out-of-distribution segmentation by De Jorge, P, Volpi, R, Dokania, PK, Torr, PHS, Rogez, G

“…In our experiments, we present different anomaly segmentation datasets based on POC-generated data and show that POC can improve the performance of recent state-of-the-art anomaly fine-tuning methods across several standardized benchmarks. …”

A BIM-data mining integrated digital twin framework for advanced project management by Pan, Yue, Zhang, Limao

“…To be specific, IoT connects the physical and cyber world to capture real-time data for modeling and analyzing, and data mining methods incorporated in the virtual model aim to discover hidden knowledge in collected data. …”
Get full text

Machine learning-based approaches for large-scale temporal data analytics by Seyed Ali Majid Zonoozi

“…The proposed concept tracking method applies to problem settings that cannot be handled by existing concept drift and stream mining methods, and outperforms popular unsupervised baselines from the wider Data Mining and Machine Learning literature. …”
Get full text
Get full text
Get full text

Multiple criteria decision making comparison between electre II method and deviation method by Choong, Hon Yoong.

“…With the help of Multi Criteria Decision Making methods, the suppliers’ ranking can be done easily and efficiently. …”
Get full text

Data collection and wireless communication in Internet of Things (IoT) using economic analysis and pricing models : a survey by Luong, Nguyen Cong, Hoang, Dinh Thai, Wang, Ping, Niyato, Dusit, Kim, Dong In, Han, Zhu

“…This paper reviews numerous applications of the economic and pricing models, known as intelligent rational decision-making methods, to develop adaptive algorithms and protocols for WSNs. …”
Get full text
Get full text

AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods by Tariq, Muhammad Usman, Ismail, Shuhaida

“…The objective of this study was to assess the efficiency and accuracy of various deep-learning models in forecasting COVID-19 cases within the UAE, thereby aiding the nation’s public health authorities in informed decision-making. Methods: This study utilized a comprehensive dataset encompassing confirmed COVID-19 cases, demographic statistics, and socioeconomic indicators. …”
Get full text

AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods by Tariq, Muhammad Usman, Ismail, Shuhaida

“…The objective of this study was to assess the efficiency and accuracy of various deep-learning models in forecasting COVID-19 cases within the UAE, thereby aiding the nation’s public health authorities in informed decision-making. Methods: This study utilized a comprehensive dataset encompassing confirmed COVID-19 cases, demographic statistics, and socioeconomic indicators. …”
Get full text

Antibiotic therapy in the treatment of COVID-19 pneumonia: who and when? by Ng, Tat Ming, Ong, Sean W. X., Loo, Audrey Y. X., Tan, Sock Hoon, Tay, Hui Lin, Yap, Min Yi, Lye, David C., Lee, Tau Hong, Young, Barnaby Edward

“…We evaluated the effects of antibiotic therapy on the clinical outcomes of COVID-19 pneumonia patients and diagnostic accuracy of key inflammatory markers to inform antibiotic decision-making. Methods: An observational cohort study was conducted in patients hospitalised with COVID-19 at the National Centre for Infectious Diseases and Tan Tock Seng Hospital, Singapore, from January to April 2020. …”
Get full text