Artificial intelligence-based lifetime estimation for battery in electric vehicles by Manya, Miglani

“…The research highlights the importance of SOC and Current range, which are studied through simulations in constant current (CC) mode under two main scenarios: changing SOC and fixed SOC while varying charging/discharging currents for every simulation. The project uses neural networks and regression models such as support Vector Regression (SVR), Random Forest, Bagging Regressor, and Long Short-Term Memory (LSTM) networks with data from MATLAB simulations. …”
Get full text

Effect of a circular tunnel in the foundation soil on the seismic response of dikes by Yeong, Siang Phong

“…The seismic inputs adopted for the simulation study involved an actual past earthquake acceleration data, using the SMC data of an earthquake (Upland, 1990). …”
Get full text

The CMS Statistical Analysis and Combination Tool: Combine

“…Since the package is constantly evolving to meet the demands of ever-increasing data sets and analysis sophistication, this paper cannot cover all details of Combine. …”
Get full text

Simulating resource allocation for protecting public events by Wong, See Lai

“…With the rise in global terrorism, the need to ensure the safety of the public is greater than ever. Public events are very susceptible to terrorist attacks, although there are security resources that protect these event, there is the problem of allocating the resources effectively and efficiently. …”
Get full text

Soliton Resolution for the Energy-Critical Nonlinear Wave Equation in the Radial Case by Jendrej, Jacek, Lawrie, Andrew

“…Abstract We consider the focusing energy-critical nonlinear wave equation for radially symmetric initial data in space dimensions $$D \ge 4$$ D ≥ 4 . …”
Get full text

When east meets west: beauty standards and ideals in Singapore by Dhillon, Sasha Kaur

“…In fact, to a certain extent my data also showcases palpable state influence in the construction of these ideals. …”
Get full text

Design and development of intelligent knee brace for monitoring daily activities by Lim, Wen Xi

“…Getting up to move around after every 30 minutes can reduce the risks of prolonged sitting on human health. …”
Get full text

Invited perspectives : how machine learning will change flood risk and impact assessment by Wagenaar, Dennis, Curran, Alex, Balbi, Mariano, Bhardwaj, Alok, Soden, Robert, Hartato, Emir, Mestav Sarica, Gizem, Ruangpan, Laddaporn, Molinario, Giuseppe, Lallemant, David

“…Increasing amounts of data, together with more computing power and better machine learning algorithms to analyse the data, are causing changes in almost every aspect of our lives. …”
Get full text

Semantic segmentation with less annotation efforts by Zhang, Tianyi

“…This thesis investigates the case of transferring from the synthetic source data with pixel-wise annotations to the real-world unlabeled target data. …”
Get full text

Online shopping sites crawler by Leong, Letitia Justina Si En

“…In order for the web crawler to extract specific data from a website, it requires their XPaths to be specified. …”
Get full text

GIS-based multi-criteria decision analysis model for utility water demand: the case of Lodwar Municipality, Turkana County, Kenya by Wanguba, B, Siriba, DN, Okumu, BO

“…The study used Geographic Information System (GIS) techniques and Multi-Criteria Decision Analysis (MCDA) to develop a decision support model that can be applied to improve the utility water demand management for the Lodwar Municipality in Turkana Kenya. The data comprised remotely sensed data, population density, spatial plans, utility infrastructure maps and metered water connections data. …”

Multifidelity Methods for Design of Transition MetalComplexes by Janet, Jon Paul

“…Surrogate models are trained to estimate system-specific DFT uncertainty by including data from DFT calculations with different fractions of exact exchange, and a novel uncertainty metric for data-driven discovery is proposed that quantifies the ability of ANNs to generalize to unseen data based on similarity in the learned latent space. …”
Get full text

Fast and accurate variant identification tool for sequencing-based studies by Gaston, Jeffry M., Alm, Eric J., Zhang, An-Ni

“…When tested on diverse bacterial sequencing data, QuickVariants demonstrates a ninefold higher median speed than bcftools, a widely used variant identifier, with higher accuracy in identifying both point mutations and indels. …”
Get full text

Simulation-based optimization and experimental comparison of intracranial T2-weighted DANTE-SPACE vessel wall imaging at 3T and 7T by De Buck, M, Hess, A, Jezzard, P

“…</p> <br> <p><strong>Results:</strong> At 7T, more vessel wall signal can be retained while still achieving sufficient CSF suppression by using fewer DANTE pulses than described in previous implementations. …”

“UPDATE: I’m pregnant!”: inferring global downloads and reasons for using menstrual tracking apps by Rampazzo, F, Raybould, A, Rampazzo, P, Barker, R, Leasure, D

“…</p> <br> <p><strong>Methods:</strong> We use data on app installations, reviews and ratings from the Google Play Store and Apple App Store to estimate global app downloads using a Bayesian model. …”

Establishing edge labels for benchmarking gene co-expression networks of saccharomyces cerevisiae and homo sapiens by Antony Velankanni Jenet Princy

“…Furthermore, this endeavour has resulted in first-ever comprehensive benchmarking data for Homo sapiens and Saccharomyces cerevisiae GCNs which will be instrumental to the development of more advanced GCN methods.…”
Get full text

Project RGB : Remaja Generasi Baru by Amanina Nur'iffah Md Yusman, Nity Farhana Dolhamid, Nur Farhain Mohd Hamim

“…The campaign resulted in the first ever pool of data gathered on Malay youths and cyber wellness obtained through surveying 200 Malay youths from secondary schools. …”
Get full text

Drivers’ behaviours detection with privacy protection using deep learning techniques by Xing, Tong

“…In fact, privacy leakage has become a serious concern in these years and people begin to pay more attention to data privacy. Therefore, this project aims to propose a privacy preserving framework that serves as a method to sanitize the data where the privacy information, such as age and gender will be removed. …”
Get full text

Using cascade CNN-LSTM-FCNs to identify AIaltered video based on eye state sequence by Muhammad Salihin, Saealal, Mohd Zamri, Ibrahim, Mulvaney, David J., Mohd Ibrahim, Shapiai, Norasyikin, Fadilah

“…Deep learning is notably successful in data analysis, computer vision, and human control. …”
Get full text

Stratus cluster scheduler: enhancing cloud efficiency and reducing costs in VM deployment by Kho, Marcus Han Kiat

“…In a public cloud, when there is an increasing demand for cloud services, traditional assignments-a VM for every task-suffer from huge underutilization of resources, with high costs. …”
Get full text