Enhancing downstream ML performance with unconditional diffusion models for return predictions by Agarwala, Pratham

“…These include: (1)Discriminative Score: measures classifier’s ability to differentiate between real and synthetic. (2) Mutual Information Coefficient: measures amount of shared information between the synthetic and real. (3) Variation in Information: Evaluates the diversity within the synthetic data. Findings indicate a direct link between these factors and model performance, with high-diversity and optimal fidelity datasets enhancing forecasting accuracy. …”
Get full text

Trajectory prediction of dynamic obstacles in fleet management systems by Quintero, Dann Marko Gayanes

“…This pursuit focuses on various methodologies, including the possibility of integrating multiple algorithms to achieve superior performance. The findings of this research contribute significantly to the ongoing efforts aimed at optimizing trajectory prediction methods within fleet management systems. …”
Get full text

Hybrid finite element and machine learning approach for covered linkway sheltering factor assessment by Tok, Wei Sheng

“…In conclusion, this research underscores the potential of integrating computational simulations with advanced machine learning techniques to assess the sheltering factor of covered linkways against UAV collisions. The findings provide valuable insights for engineering analysis and design, contributing to improved understanding and design optimization of protective structures in UAV-prone environments.…”
Get full text

Experimental study of steel beam-column joints with novel slot-bolted connections under a central-column-removal scenario by Ma, You-Xin, Chen, Shuang, Tan, Kang Hai

Get full text

Advancing beyond conformal conflict resolution in air traffic control: balancing efficiency and conformance by Guleria, Yash, Pham, Duc-Thinh, Alam, Sameer

“…ATCO feedback also indicated that such a conflict resolution advisory mechanism could prove useful in improving controller decision-making. These findings highlighted the need for further research into adaptive conflict resolution models that can potentially better balance the tradeoffs between optimal- and conformal resolution models.…”
Get full text

Our model achieves excellent performance on movielens: what does it mean? by Fan, Yu-Chen, Ji, Yitong, Zhang, Jie, Sun, Aixin

“…In this study, we conduct a meticulous analysis of the MovieLens dataset and explain the potential impact of using the dataset for evaluating recommendation algorithms. We make a few main findings from our analysis. First, there are significant differences in user interactions at the different stages when a user interacts with the MovieLens platform. …”
Get full text
Get full text

Experimental investigation of impact response of composite plates/panels by Gan, Jia Li

“…In this report, it provides a review of the author‟s results and findings on the impact response of acrylic sandwich panel. …”
Get full text

Biologically inspired visual intelligence for unmanned ground vehicles by Peyman Moghadam

“…Based on these findings, vanishing point is considered as a salient and consistent feature during most of the open driving behavior tasks regardless of type of the environments. …”
Get full text

Removal of noxious environmental pollutant using photocatalytic membrane reactor by Yeap, Ken Vin.

“…It is evident from the finding that the as synthesize membrane are reproducible. …”
Get full text

Spatial aware information retrieval for community-based Q&A (SIRCQA) by Ang, Eugene Soon Leong

“…Lastly, the concern of incorporating query expansion to add other similar or implied location terms deduced by the spatial relationship cue (term) found in queries was examined. From the findings, effective measures were thoughtfully constructed and utilized to improve the search results. …”
Get full text

Service quality gaps in the container shipping industry by Phua, Jia Hui.

“…Thereafter, a survey was conducted with shippers and container liner service providers to confirm the validity of the proposed SQ model. In the survey findings, the SQ dimensions: Outcome, Tangible and Process have been identified as top priorities for shippers with SQ attributes associated to reliability, competitive pricing and vessel slot availability being the top concerns of shippers. …”
Get full text

Establishment and optimization of induced pluripotent stem cell technologies by Amir Morshedi

“…Reprogramming of adult somatic cells into an embryonic stem cell (ESC) state by various transcription factors has been the start of a new era in the field of biomedical sciences. This finding has had tremendous impact on drug discovery and disease modeling and there is great hope for these cells to replenish body cells for therapy. …”
Get full text

Experimental studies and model development for individual-specific fall detection by Hu, Xinyao

“…The fall indicators were selected based on the experimental findings from the first study. The proposed fall detection model was individual-specific, since it was constructed using the individual historical movement data. …”
Get full text

Evaluation of context awareness algorithms for recommending mobile content by Dong, Hong Liang

“…The experiment results indicated that the location-based generalized pre-filtering algorithm has higher accuracy than weight post-filtering algorithm; and for generalized pre-filtering, accuracy of usage increases when the range of generalized location increases reasonably. The findings and the way of systematic evaluation on mobile context-aware recommender system would benefit the selection process of context-awareness recommendation algorithms for mobile content.…”
Get full text

g-C3N4/ZnO hybrid material as photocatalyst for photocatalytic CO2 reduction by Hu, Zhaoning

“…Further study could concentrate on exploring the detailed mechanism in g-C3N4 synthesizing process, finding the optimal amount of g-C3N4 in the hybrid material and trying alternative g-C3N4 synthesizing method to grow g-C3N4 on other ZnO morphologies to get better photocatalytic CO2 reduction performance.…”
Get full text

The development of crosslinked keratin-alginate sponges as novel biomaterials by Hartrianti, Pietradewi

“…Matrices with higher keratin content were also revealed to upregulate production of tissue factor by HDF, suggesting it would be beneficial for hemostasis application. Based on these findings, crosslinked keratin-alginate matrices were shown to be a promising tunable materials for cell carriers or wound dressing purposes.…”
Get full text

A study on the productivity evaluation of building information modelling (BIM) based prefabricated prefinished volumetric construction (PPVC) project by Fernandez, Priscilla Crystal

“…Present workflow of a BIM based PPVC development will be evaluated and representatives from the industry will be interviewed to gain insights on the current benefits and challenges faced. Findings have shown that current BIM based PPVC development is experiencing challenges such as resistance to move away from conventional methods and interoperability issues between BIM software. …”
Get full text

Supported lipid bilayer platforms for investigating complement activation, termination and regulation by Saziye Yorulmaz Avsar

“…In the fourth study, the inhibitory action of vitronectin and clusterin against the membrane attack complex assembly was evaluated, offering insight into the different mechanisms by which these two regulatory proteins inhibit complement activation. In summary, the findings presented in this thesis significantly contribute to the fundamental understanding of complement activation occurring at lipid membrane interfaces, and offer a new platform to characterize the mechanisms of action for a wide range of complement inhibitors including small molecules, antibodies, and peptides.…”
Get full text

Towards whom should indoor environmental quality control be sympathetic : asthmatics or non-asthmatics? by Tham, Kwok Wai, Fadeyi, Moshood Olawale

“…Data for subjects' work performances, perceptual responses, and salivary α-amylase concentration at initial and after 3-h exposures were reported in this paper. The main findings suggest that: (i) temperature settings should be sympathetic towards asthmatic subjects because of their higher sensitivity to temperatures at the lower spectrum of thermal comfort conditions; (ii) IAQ settings should be sympathetic towards non-asthmatic subjects because of their higher sensitivity to perceived air quality acceptability in the same temperature range. …”
Get full text
Get full text

Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility by Struchiner, Claudio Jose, Rocklöv, Joacim, Wilder-Smith, Annelies, Massad, Eduardo

“…We found no correlation with incoming air passenger arrivals into Singapore from dengue endemic countries. Our findings have significant implications for predicting future trends of the dengue epidemics given the rapid urbanization with population growth in many dengue endemic countries. …”
Get full text
Get full text