Selected method

The study sheds light on the role of word embeddings in constructing robust spam detection models, offering valuable guidance for model selection. The methodology, comparative analysis, and future directions are also presented in the paper.

5p vithomson 02-07-2024 0 0   Download

This study investigates how selecting different vehicle axle load survey data scenarios impacts the accuracy of pavement design and rehabilitation for roads in Vietnam. Evaluation of various data selection methods and their influence on pavement response using the current flexible pavement calculation procedure in Vietnam.

12p vithomson 02-07-2024 0 0   Download

Part 1 book "Practical electrical wiring" includes content: NEC, product standards, and inspection; numbers, measurements, and electricity; AC and DC power factor - transformers; basic electrical power utilization systems; basic devices and equipment; overcurrent devices; selecting conductors; making wire connections and splices; grounding for safety; outlet and switch boxes; wiring methods; planning residential installations; residential electrical distribution; residential lighting; residential and farm motors.

311p dianmotminh04 12-07-2024 0 0   Download

Part 2 of ebook "An introduction to statistical learning with applications in R" provides readers with contents including: Chapter 6 - Linear model selection and regularization; Chapter 7 - Moving beyond linearity; Chapter 8 - Tree-based methods; Chapter 9 - Support vector machines; Chapter 10 - Unsupervised learning;...

222p daonhiennhien 03-07-2024 2 1   Download

Part 1 of ebook "Bayesian essentials with R (Second edition)" provides readers with contents including: Chapter 1 - User's manual; Chapter 2 - Normal models; Chapter 3 - Regression and variable selection; Chapter 4 - Generalized linear models;...

151p daonhiennhien 03-07-2024 3 1   Download

Part 1 of ebook "The elements of statistical learning: Data mining, inference, and prediction (Second edition)" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - Overview of supervised learning; Chapter 3 - Linear methods for regression; Chapter 4 - Linear methods for classification; Chapter 5 - Basis expansions and regularization; Chapter 6 - Kernel smoothing methods; Chapter 7 - Model assessment and selection; Chapter 8 - Model inference and averaging; Chapter 9 - Additive models, trees, and related methods;...

355p daonhiennhien 03-07-2024 2 1   Download

The purpose of this work presents the behavior of semi-rigid connections in composite structures. A Genetic Algorithm based optimum design method is presented for composite frames with semi-rigid connections. The design algorithm obtains a frame with the least weight (beam, column and number of shear connectors per beam) by selecting appropriate sections from a standard set of AISC.

5p viwalton 02-07-2024 4 1   Download

Paclitaxel is commonly used as a second-line therapy for advanced gastric cancer (AGC). The decision to proceed with second-line chemotherapy and select an appropriate regimen is critical for vulnerable patients with AGC progressing after first-line chemotherapy.

9p vishanshan 27-06-2024 2 1   Download

Part 2 of ebook "Seismic design of reinforced concrete structures for controlled inelastic response" provides readers with contents including: Chapter 5 - Selected case studies; Chapter 6 - Assessment of existing buildings;...

116p mothoiphong 28-06-2024 3 1   Download

In Africa, the delivery of HIV pre-exposure prophylaxis (PrEP) at public healthcare clinics is challenged by understaffing, overcrowding, and HIV-associated stigma, often resulting in low PrEP uptake and continuation among clients. Giving clients the option to refill PrEP at nearby private pharmacies, which are often more convenient and have shorter wait times, may address these challenges and improve PrEP continuation.

10p vishanshan 27-06-2024 2 1   Download

Part 2 of ebook "When luxury meets art: Forms of collaboration between luxury brands and the arts" provides readers with contents including: typology of luxury brand-art collaborations; preliminary methodological remarks; empirical selection and description of luxury brand-art collaborations; determination of different types of luxury brand-art collaborations; closing remarks; evaluation and limitations of the typological study;...

63p giangmacvien 22-06-2024 1 1   Download

To compare the diagnostic performance of the Node-RADS scoring system and lymph node (LN) size in preoperative LN assessment for rectal cancer (RC), and to investigate whether the selection of size as the primary criterion whereas morphology as the secondary criterion for LNs can be considered the preferred method for clinical assessment.

13p vikoch 27-06-2024 1 1   Download

This study aimed to identify metabolic subtypes in ESCA, explore their relationship with immune land‑ scapes, and establish a metabolic index for accurate prognosis assessment. Methods Clinical, SNP, and RNA-seq data were collected from 80 ESCA patients from the TCGA database and RNAseq data from the GSE19417 dataset. Metabolic genes associated with overall survival (OS) and progression-free survival (PFS) were selected, and k-means clustering was performed.

16p vikoch 27-06-2024 1 1   Download

The study assesses the impact of foreign direct investment (FDI) and institutional quality on the environment, while also determining the role of institutional quality in the environmental effects of FDI in developing Asian countries. By analyzing panel data from 10 developing Asian economies for the period 1996-2021 using the System Generalized Method of Moments, the research finds evidence confirming the negative impact of FDI on environmental quality in these countries.

13p leminhvu111 07-06-2024 3 0   Download

In this paper, we report a simple and fast method to produce uniform nano-sized Ag particles that can be dispersed in the oil phase by using oleic acid as solvent and capping agent. Oleylamine, a longchain amine that can act as an electron donor at elevated temperatures and is miscible with oleic acid, was selected as a reductant.

6p viambani 18-06-2024 1 1   Download

Part 1 book "Switching power supply design" includes content: Common requirements - An overview; AC powerline surge protection, electromagnetic interference (EMI) in switchmode power supplies; faraday screens; fuse selection; line rectification and capacitor input filters for “direct off line” switchmode power supplies; inrush control; start up methods; soft start and low voltage inhibit; turn on voltage overshoot prevention,... and other contents.

233p dianmotminh03 03-06-2024 2 0   Download

Ebook Probabilistic & statistical methods in cryptology presents the following content: Chapter 1 classical polyalphabetic substitution ciphers; chapter 2 rsa and probabilistic prime number tests; chapter 3 factorization with quantum computers: shor’s algorithm; chapter 4 physical random-number generators; chapter 5 pseudo-random number generators; chapter 6 an information theory primer; chapter 7 tests for (pseudo-)random number generators; chapter 8 diffie-hellman key exchange; chapter 9 differential cryptanalysis; chapter 10 semantic security; chapter 11 algorithmic complexity; chapter 1...

159p zizaybay1103 29-05-2024 2 2   Download

The themes of gastroesophageal reflux and problems of splenic surgery were selected because the operative treatment of gastroesophageal reflux has been put on a completely new basis due to more recently developed methods of examination, such as pH monitoring and esophagomanometry.

204p vimeyers 29-05-2024 3 2   Download

The Surgery of the Alimentary Tract provides information pertinent to the fundamental aspects of the surgery of the alimentary canal and its adnexal organs. This book examines the selection of operative methods, improvements in the operative method, and the advantages of pre-operative and post-operative treatment.

960p vimeyers 29-05-2024 2 2   Download

This volume provides current methods to analyze the properties of designer receptors exclusively activated by designer drugs (DREADDs) in vitro and to measure the biological responses of DREADD activation in different neuronal populations in vivo. Chapters focus on the utility of DREADD technology to selectively stimulate or inhibit neuronal activity in selected brain areas of transgenic mice.

175p vimeyers 29-05-2024 3 2   Download