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. …”
Get full text
Get full text

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

Subjects: Get full text
Get full text

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. …”
Get full text

Overall survival by IDH2 mutant allele (R140 or R172) in patients with late-stage mutant- IDH2 relapsed or refractory acute myeloid leukemia treated with enasidenib or conventional care regimens in the phase 3 IDHENTIFY trial by De Botton, S, Risueño, A, Schuh, AC, Lowenberg, B, Kim, H-J, Vyas, P, Wei, AH, Stein, EM, Dohner, H, Fathi, AT, Dinardo, CD, Martin Regueira, P, Taningco, L, Bluemmert, I, Yu, X, See, WL, Hasan, M

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

Subjects: Get full text

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.…”

Analysis and modelling of urban sprawl process and its spatiotemporal patterns in tripoli metropolitan area, Libya by Abdulhadi, Abubakr Albashir

Subjects: Get full text

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.…”

15.075 Applied Statistics, Spring 2003 by Newton, Elizabeth

Subjects: Get full text

De l'arme de guerre à l'objet de collection. Une histoire matérielle des canons français d’Ancien Régime au Musée royal de Mariemont (XVIIIe-XXIe siècles) by Depreter, M

RES.STR-001 Geographic Information System (GIS) Tutorial, January IAP 2016 by MIT GIS Services Group

Subjects: Get full text

15.060 Data, Models, and Decisions, Fall 2007 by Gamarnik, David, Freund, Robert, Schulz, Andreas

Subjects: Get full text

Multi-fidelity high-throughput optimization of electrical conductivity in P3HT-CNT composites by Bash, Daniil, Cai, Yongqiang, Chellappan, Vijila, Wong, Swee Liang, Xu, Yang, Kumar, Pawan, Tan, Jin Da, Abutaha, Anas, Cheng, Jayce J. W., Lim, Yee‐Fun, Tian, Siyu Isaac Parker, Ren, Zekun, Mekki‐Berrada, Flore, Wong, Wai Kuan, Xie, Jiaxun, Kumar, Jatin, Khan, Saif A., Li, Qianxiao, Buonassisi, Tonio, Hippalgaonkar, Kedar

Subjects: Get full text

Novel viral vector vaccines for tropical infections by Rampling, T

“…Two studies evaluate the safety, efficacy and immunogenicity of a combination vaccination regimen containing the leading pre- erythrocytic <em>P. falciparum</em> malaria vaccine RTS,S/AS01B and the liver stage, viral vector heterologous prime-boost regimen of ChAd63 ME-TRAP and MVA ME-TRAP. …”

The effect of early age feed restriction on subsequent response to high environmental temperatures in female broiler chickens by Zulkifli, I., Che Norma, M.T., Israf, D.A., Omar, A.R.

“…On Day 0, chicks were assigned to one of four feeding regimens; each regimen was applied to four cages of chicks. …”
Get full text

Blood-stage malaria vaccine candidate RH5.1/Matrix-M in healthy Tanzanian adults and children; an open-label, non-randomised, first-in-human, single-centre, phase 1b trial by Silk, SE, Kalinga, WF, Salkeld, J, Mtaka, IM, Ahmed, S, Milando, F, Diouf, A, Bundi, CK, Balige, N, Hassan, O, Mkindi, CG, Rwezaula, S, Athumani, T, Mswata, S, Lilolime, NS, Simon, B, Msami, H, Mohamed, M, David, DM, Mohammed, L, Nyaulingo, G, Mwalimu, B, Juma, O, Mwamlima, TG, Sasamalo, IA, Mkumbange, RP, Kamage, JJ, Barrett, JR, King, LDW, Hou, MM, Pulido, D, Carnrot, C, Lawrie, AM, Cowan, RE, Nugent, FL, Roberts, R, Cho, J-S, Long, CA, Nielsen, CM, Miura, K, Draper, SJ, Olotu, AI, Minassian, AM

“…Children received either 10 μg RH5.1 at 0, 1, and 2 months (Children 10M) or 10 μg RH5.1 at 0, 1, and 6 months (delayed third dose regimen; Children 10D), and were recruited in parallel, followed by children who received the dose-escalation regimen (Children DFx) and children with higher malaria pre-exposure who also received the dose-escalation regimen (High Children DFx). …”

Analyses of human vaccine-specific circulating and bone marrow-resident B cell populations reveal benefit of delayed vaccine booster dosing with blood-stage malaria antigens by Barrett, JR, Silk, SE, Mkindi, CG, Kwiatkowska, KM, Hou, MM, Lias, AM, Kalinga, WF, Mtaka, IM, McHugh, K, Bardelli, M, Davies, H, King, LDW, Edwards, NJ, Chauhan, VS, Mukherjee, P, Rwezaula, S, Chitnis, CE, Olotu, AI, Minassian, AM, Draper, SJ, Nielsen, CM

“…In contrast, the CD4+ and CD8+ T cell responses were impacted by vaccine platform but not dosing regimen and did not correlate with in vivo growth inhibition in a challenge model. …”

Investigating the impact of growth arrest mechanisms on tumour growth and responses to radiotherapy and hyperthermia by Colson, C

“…In each regime, we determine the biological processes that may underpin positive and negative treatment outcomes and assess which treatment (RT, HT or RT + HT) and dosing regimen maximise the reduction in tumour burden. …”

The role of SPRTN protease in colorectal cancer chemotherapy by Peron, C

“…The first-line treatment of metastatic colorectal cancer (mCRC) is frequently based on combination chemotherapeutic regimens, where 5-fluorouracil is either associated with irinotecan (FOLFIRI) or oxaliplatin (FOLFOX). …”