Enhancing electricity consumption forecasting in limited dataset: A simple stacked ensemble approach incorporating simple linear and support vector regression for Malaysia by Chuan, Zun Liang, Shao Jie, Ong, Yim Hin, Tham, Siti Nur Syamimi, Mat Zain, Yunalis Amani, Abdul Rashid, Ainur Naseiha, Kamarudin

“…This article introduces a novel artificial intelligence (AI) time-series algorithm, a simple stacked ensemble of simple linear regression (SLR) and Support Vector Regression (SVR), designed to forecast Malaysia’s annual electricity consumption, particularly in scenarios with limited datasets utilizing the Cross Industry Standard Process for Data Mining (CRISP-DM) data science methodology. …”
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Surface wave interaction with a vertical viscoelastic barrier by Bi, Cheng, Wu, Mao See, Law, Adrian Wing-Keung

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LaCNet : real-time end-to-end arbitrary-shaped lane and curb detection with instance segmentation network by Zhou, Hui, Wang, Han, Zhang, Handuo, Hasith, Karunasekera

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Automated segmentation of visceral, deep subcutaneous, and superficial subcutaneous adipose tissue volumes in MRI of neonates and young children by Kway, Yeshe Manuel, Thirumurugan, Kashthuri, Tint, Mya Thway, Michael, Navin, Shek, Lynette Pei-Chi, Yap, Fabian Kok Peng, Tan, Kok Hian, Godfrey, Keith M., Chong, Yap Seng, Fortier, Marielle Valerie, Marx, Ute C., Eriksson, Johan G., Lee, Yung Seng, Velan, S. Sendhil, Feng, Mengling, Sadananthan, Suresh Anand

“…Segmentation performance was assessed using Dice scores. …”
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Remote sensing applications of machine learning processes: satellite imagery road extraction using few shot segmentation by Ong, Grace Hui Lee

“…However, there is a dearth of studies associated with applying few-shot segmentation onto road extraction tasks. Hence, in this project, two main models: i) U-Net, a popular model for binary segmentation, and ii) PFENet, a state-of-the-art few-shot segmentation model, are trained to learn a classifier to segment roads from non-roads, and tested on a set of data from unseen classes. …”
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Investment outlook for the medium range tanker segment from the perspective of a ship financier from 2011 to 2015 by Han, Peinan.

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A novel method for segmenting growth of cells in sheared endothelial culture reveals the secretion of an anti-inflammatory mediator by Ghim, Mean, Pang, Kuin T., Arshad, Mehwish, Wang, Xiaomeng, Weinberg, Peter D.

Subjects: “…Segmenting Growth…”
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Cardiovascular magnetic resonance before invasive coronary angiography in suspected non-ST-segment elevation myocardial infarction by Shanmuganathan, M, Nikolaidou, C, Burrage, MK, Borlotti, A, Kotronias, R, Scarsini, R, Banerjee, A, Terentes-Printzios, D, Pitcher, A, Gara, E, Langrish, J, Lucking, A, Choudhury, R, Luigi De Maria, G, Banning, A, Oxford Acute Myocardial Infarction (OxAMI) Study Investigators, Piechnik, SK, Channon, KM, Ferreira, VM

“…<p><strong>Background:</strong> In suspected non–ST-segment elevation myocardial infarction (NSTEMI), this presumed diagnosis may not hold true in all cases, particularly in patients with nonobstructive coronary arteries (NOCA). …”

Egocentric hand pose estimation and distance recovery in a single RGB image by Liang, Hui, Yuan, Junsong, Thalman, Daniel

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Application of multiple linear regression model and long short-term memory with compartmental model to forecast dengue cases in Selangor, Malaysia based on climate variables by Lu, Xinyi, Teh, Su Yean, Tay, Chai Jian, Nur Faeza, Abu Kassim, Fam, Pei Shan, Soewono, Edy

“…An ensemble of Multiple Linear Regression (MLR) model, Long Short-Term Memory (LSTM), and Susceptible-Infected mosquito vectors, Susceptible-Infected-Recovered human hosts (SI-SIR) model were used to establish a relation between climate variables (temperature, humidity, precipitation) and mosquito biting rate. …”
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A Hybrid Active Contour and Artificial Bee Colony Algorithm for Segmenting Mixed-Meal Food Images (S/O: 13239) by Harun, Nor Hazlyna, Mahmuddin, Massudi, Harun, Hazaruddin

“…Active contour (snake) segmentation is extensively used in image processing and analysis applications particularly for identifying object boundaries. …”
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Ionic structure, liquid-liquid phase transitions, x-ray diffraction, and x-ray Thomson scattering in shock-compressed liquid silicon in the 100-200 GPa regime by Dharma-wardana, MWC, Klug, DD, Poole, H, Gregori, G

“…We present first-principles calculations in this P, T, ρ¯ regime to reveal a plethora of novel liquid-liquid phase transitions (LPTs) identifiable via discontinuities in the pressure and the compressibility. …”

Stock price prediction using sentic API by Phoa, Justyn Zairen

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Contextual object detection with multimodal large language models by Zang, Yuhang, Li, Wei, Han, Jun, Zhou, Kaiyang, Loy, Chen Change

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Quantum synchronization effects induced by strong nonlinearities by Shen, Yuan, Mok, Wai-Keong, Noh, Changsuk, Liu, Ai Qun, Kwek, Leong-Chuan, Fan, Weijun, Chia, Andy

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Predictions of PM2.5 using air pollutants and meteorological factors with COVID-19 cases in Malaysia and Indonesia: a comparative study using feature selection and robust regression by Salsabila, Norin Binta, Jalaludin, Juliana, Suhaimi, Nur Faseeha, Wan Mansor, Wan Nurdiyana, Sumantri, Arif

“…Predictive models for PM2.5 levels using robust regression techniques showed strong performance in Kuala Lumpur (R² > 0.9) but exhibited overfitting tendencies in Jakarta, suggesting the need for a longer study period for more accurate results.…”

The ciliopathy protein TALPID3/KIAA0586 acts upstream of Rab8 activation in zebrafish photoreceptor outer segment formation and maintenance by Naharros, Irene Ojeda, Cristian, Flavia B., Zang, Jingjing, Gesemann, Matthias, Neuhauss, Stephan C. F., Bachmann-Gagescu, Ruxandra, Ingham, Philip William

“…Photoreceptors (PRs) are sensory neurons, whose primary cilium forms a highly specialized compartment called the outer segment (OS) responsible for sensing incoming light. …”
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Analysis and modelling of urban sprawl process and its spatiotemporal patterns in tripoli metropolitan area, Libya by Abdulhadi, Abubakr Albashir

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A simulation study showed that linear regression and Mann-Whitney test can be used to analyse the Days Alive and at Home by day 30 (DAH30) outcome in a randomized controlled trial by Cook, J

“…<p><strong>Objective:</strong> The aims of the work were to consider the properties of the DAH30 from a statistical perspective, and to conduct a simulation study exploring the use of simple (unadjusted) linear regression and Mann-Whitney test as the method of analysis reflect realised analysis options.…”

Performance analysis of stator structure in divided teeth outer rotor embedded permanent magnet synchronous motor: salient pole stator vs segmented stator by Hairulnizam, Hairul F., Misron, Norhisam, Ibrahim, Nur A., Muhammad, Ezwan, Vaithilingam, Chockalingam A.

“…To improve torque characteristics, this study proposes an upgrade over the standard salient pole stator in a Permanent Magnet Synchronous Motor (PMSM) using a segmented stator. The rotor is externally oriented and has a permanent magnet (PM) incorporated in it. …”
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