Robust burnt scar profiling using deep learning and ensemble modelling with Remote sensing data

Allbwn ymchwil

!!Research output per year 2021 2022 2022

• 7 Erthygl
• 1 Erthygl Adolygu

!!Research output per year

!!Research output per year

Canlyniadau chwilio

• 2022

  Classification of Adversarial Attacks Using Ensemble Clustering Approach

  Tatongjai, P., Boongoen, T., Iam-On, N., Naik, N. & Yang, L., 31 Hyd 2022, Yn: Computers, Materials and Continua. 74, 2, t. 2479-2498 20 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Network Based Intrusion Detection System 100%
  • Adversarial Machine Learning 100%
  • clustering approach 100%
  • Feature Space 50%
  • Business Information 50%

  3 Dyfyniadau (Scopus)

  122 Wedi eu Llwytho i Lawr (Pure)

• Estimation of missing values in astronomical survey data: An improved local approach using cluster directed neighbor selection

  Keerin, P. & Boongoen, T., 31 Maw 2022, Yn: Information Processing and Management. 59, 2, 13 t., 102881.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Missing Value 100%
  • Survey Data 100%
  • Bayesian 100%
  • Principal Component Analysis 100%
  • Baseline Model 100%

  15 Dyfyniadau (Scopus)

  288 Wedi eu Llwytho i Lawr (Pure)

• Fuzzy Rule Interpolation With K-Neighbors for TSK Models

  Zhang, P., Shang, C. & Shen, Q., 01 Hyd 2022, Yn: IEEE Transactions on Fuzzy Systems. 30, 10, t. 4031-4043 13 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Interpolation 100%
  • Rule Base 66%
  • Clustering Algorithm 66%
  • Adverse Impact 33%
  • Inference Model 33%

  22 Dyfyniadau (Scopus)

  273 Wedi eu Llwytho i Lawr (Pure)

• Providing contexts for classification of transients in a wide-area sky survey: An application of noise-induced cluster ensemble

  Boongoen, T., Iam-On, N. (Awdur Gohebol) & Mullaney, J., 30 Medi 2022, Yn: Journal of King Saud University - Computer and Information Sciences. 34, 8, t. 5007-5019 13 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Ensemble Technique 100%
  • Clustered Data 100%
  • k-Nearest Neighbors Algorithm 100%
  • Simulated Data 100%
  • Biomechanics 100%

  3 Dyfyniadau (Scopus)

  70 Wedi eu Llwytho i Lawr (Pure)

• Strengthening intrusion detection system for adversarial attacks: Improved handling of imbalance classification problem

  Pimsarn, C., Boongoen, T., Iam-On, N., Naik, N. & Yang, L., 31 Rhag 2022, Yn: Complex & Intelligent Systems. 8, 6, t. 4863-4880 18 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Intrusion Detection System 100%
  • Network Based Intrusion Detection System 100%
  • Adversarial Machine Learning 100%
  • Classification Problem 100%
  • Feature Space 50%

  19 Dyfyniadau(SciVal)

  128 Wedi eu Llwytho i Lawr (Pure)

• 2021

  Improved KNN Imputation for Missing Values in Gene Expression Data

  Keerin, P. & Boongoen, T. (Awdur Gohebol), 27 Medi 2021, Yn: Computers, Materials and Continua. 70, 2, t. 4009-4025 17 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Missing Value 100%
  • Missing Information 33%
  • Weighted Average Operator 33%

  43 Dyfyniadau (Scopus)

  619 Wedi eu Llwytho i Lawr (Pure)

• Using Link-Based Consensus Clustering for Mixed-Type Data Analysis

  Boongoen, T. & Iam-On, N. (Awdur Gohebol), 07 Medi 2021, Yn: Computers, Materials and Continua. 70, 1, t. 1993-2011 19 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Data Type 100%
  • Clustering Technique 50%
  • Clustering Quality 50%
  • Evaluation Metric 50%
  • Business Transaction 50%

  6 Dyfyniadau(SciVal)

  118 Wedi eu Llwytho i Lawr (Pure)