Domain Adaptation Using Class-Balanced Self-Paced Learning for Soil Classification With LIBS

A Survey on Adversarial Domain Adaptation

(2022) Mahta HassanPour Zonoozi et al.   NEURAL PROCESSING LETTERS

A novel PCA-based calibration algorithm for classification of challenging laser-induced breakdown spectroscopy soil sample data

(2022) Yingchao Huang et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Understanding deep learning (still) requires rethinking generalization

(2021) Chiyuan Zhang et al.   COMMUNICATIONS OF THE ACM

Classification of Aged Epoxy Micro–Nanocomposites Through PCA- and ANN-Adopted LIBS Analysis

(2021) Myneni Sukesh Babu et al.   IEEE TRANSACTIONS ON PLASMA SCIENCE

Laser-induced breakdown spectroscopy for the classification of wood materials using machine learning methods combined with feature selection

(2021) Xutai CUI et al.   PLASMA SCIENCE & TECHNOLOGY

Hard class rectification for domain adaptation

(2021) Yunlong Zhang et al.   KNOWLEDGE-BASED SYSTEMS

A review of artificial neural network based chemometrics applied in laser-induced breakdown spectroscopy analysis

(2021) Lu-Ning Li et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Quantitative Analysis and Identification Improvement in Laser-Induced Breakdown Spectroscopy by Self-Absorption Correction and Artificial Neural Network

(2021) A. H. Farhadian et al.   IEEE TRANSACTIONS ON PLASMA SCIENCE

From machine learning to transfer learning in laser-induced breakdown spectroscopy analysis of rocks for Mars exploration

(2021) Chen Sun et al.   Scientific Reports

Determination of minor metal elements in steel using laser-induced breakdown spectroscopy combined with machine learning algorithms

(2020) Yuqing Zhang et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Benchmark classification dataset for laser-induced breakdown spectroscopy

(2020) Erik Képeš et al.   Scientific Data

Learning from positive and unlabeled data: a survey

(2020) Jessa Bekker et al.   MACHINE LEARNING

Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest

(2020) Jakub Vrábel et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Applications of laser-induced breakdown spectroscopy (LIBS) combined with machine learning in geochemical and environmental resources exploration

(2020) Tingting Chen et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

EXPRESS: Deep Learning with Laser-Induced Breakdown Spectroscopy (LIBS) for Predicting Lead in Soil

(2019) Yun Zhao et al.   APPLIED SPECTROSCOPY

Applications of Laser-Induced Breakdown Spectroscopy for Soil Analysis, Part I: Review of Fundamentals and Chemical and Physical Properties

(2019) Paulino Ribeiro Villas-Boas et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

A Review of Domain Adaptation without Target Labels

(2019) Wouter M. Kouw et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Challenges in the quantification of nutrients in soils using laser-induced breakdown spectroscopy – A case study with calcium

(2018) Madlen Rühlmann et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Laser-induced breakdown spectroscopy to determine soil texture: A fast analytical technique

(2016) Paulino Ribeiro Villas-Boas et al.   GEODERMA

Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range

(2015) Xiang Wan et al.   BMC Medical Research Methodology

A survey on concept drift adaptation

(2014) João Gama et al.   ACM COMPUTING SURVEYS

Novel estimation of the humification degree of soil organic matter by laser-induced breakdown spectroscopy

(2014) Edilene Cristina Ferreira et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Rapid detection of soils contaminated with heavy metals and oils by laser induced breakdown spectroscopy (LIBS)

(2013) Gibaek Kim et al.   JOURNAL OF HAZARDOUS MATERIALS

Domain adaptation and sample bias correction theory and algorithm for regression

(2013) Corinna Cortes et al.   THEORETICAL COMPUTER SCIENCE

Characterization and forensic analysis of soil samples using laser-induced breakdown spectroscopy (LIBS)

(2011) Sarah C. Jantzi et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY