Laboratory of Machine Learning and Big Data

Research output

Research output per year 2013 2018 2019 2021 2022 2023 2024 2025

• 443 Citations
• 10 h-index
• 49 Conference contribution
• 39 Article
• 29 Conference article

Research output per year

Research output per year

Search results

• 2024

  Text Mining Analysis for Assessing Washington Accord Graduate Attribute Profiles through Techno-Socio Project-Based Learning Program

  Ishizaki, H., Anityasari, M., Kimura, M., Nakamura, H., Iwata, T., Iqbal, M., Mukhlash, I. & Agustin, F., 23 Jun 2024, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  • Learning Experiences 100%
  • Program Content 100%
  • Text Mining 100%
  • Engineering Student 100%
  • Project-Based Learning 100%

• The Relationship of Virtual Reality and Interpersonal Communication: Bibliometric Overview

  Hadi, H. K., Irawan, M. I. & Nadlifatin, R., 2024, In: Procedia Computer Science. 234, p. 1244-1252 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Self-Efficacy 100%

• Trend and research the use of virtual reality to increase student's negotiation skills in realizing Sustainability

  Hadi, H. K., Irawan, M. I., Nadlifatin, R., Cahigas, M. M. L. & Safitri, A., 27 Sept 2024, In: E3S Web of Conferences. 568, 02001.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Virtual Reality 100%
  • Self-Efficacy 100%
  • Educational Context 25%
  • Learning Practice 25%
  • Literature Reviews 20%
• 2021

  A genetic algorithm for solving large scale global optimization problems

  Shahab, M. L., Azizi, F., Sanjoyo, B. A., Irawan, M. I., Hidayat, N. & Rukmi, A. M., 29 Mar 2021, In: Journal of Physics: Conference Series. 1821, 1, 012055.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Genetic Algorithm 100%
  • Optimization Problem 100%
  • Global Optimization 100%
  • Optimisation Problem 100%
  • Global Scale 100%
  2 Citations (Scopus)

• Analysis of Technology Acceptance of Enterprise Resource Planning (ERP) System in the Regional Office of PT. XYZ throughout Indonesia

  Billyan, B. F. & Irawan, M. I., 22 Mar 2021, In: Journal of Physics: Conference Series. 1844, 1, 012008.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Planning Methods 100%
  • Indonesia 100%
  • Regional Office 100%
  • Enterprise Resource Planning 100%
  • Enterprise Resource Planning System 100%
  4 Citations (Scopus)

• Development of reuse module on stowage planning system using CBR for multiport route

  Pramesti, N. L. A., Mukhlash, I. & Nugroho, S., 29 Mar 2021, In: Journal of Physics: Conference Series. 1821, 1, 012040.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Systems Planning 100%
  • Case-Based Reasoning 100%
  • Port 100%
  • Ships 50%
  • Adaptation Algorithm 33%
  1 Citation (Scopus)

• Discovering Unusual Periodically Human Activity Patterns through Fuzzy High Utility Rare Itemsets Mining

  Ushio, S., Iqbal, M. & Mukhlash, I., 29 Mar 2021, In: Journal of Physics: Conference Series. 1821, 1, 012029.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Unusual Activity 100%
  • Human Activity Recognition 100%
  • Fuzzy Set 100%
  4 Citations (Scopus)

• Extended use of error-free transformation for real matrix multiplication to complex matrix multiplication

  Kazal, N. Y., Mukhlash, I., Sanjoyo, B. A., Hidayat, N. & Ozaki, K., 29 Mar 2021, In: Journal of Physics: Conference Series. 1821, 1, 012022.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Complex Matrix 100%
  • Matrix Multiplication 100%
  • Real Matrix 100%
  • Summation 40%
  • Concludes 20%
  3 Citations (Scopus)

• Sentiment analysis and topic modeling of BPJS Kesehatan based on twitter crawling data using Indonesian Sentiment Lexicon and Latent Dirichlet Allocation algorithm

  Dikiyanti, T. D., Rukmi, A. M. & Irawan, M. I., 29 Mar 2021, In: Journal of Physics: Conference Series. 1821, 1, 012054.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Twitter 100%
  • Opinion Mining 100%
  • Dirichlet 100%
  • Case Study 33%
  5 Citations (Scopus)

• Sequences analysis and phylogenetic of leukemia DNA

  Lusiyanti, D., Nacong, N. & Irawan, M. I., 2 Feb 2021, In: Journal of Physics: Conference Series. 1763, 1, 012034.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Protein Sequencing 100%
  • Sequence Alignment 100%
  • Phylogeny 100%
  • Shotgun Sequencing 100%
  • Cladistics 100%
• 2020

  Design and application of reuse stage algorithm of case-based reasoning method on container stowage planning

  Pratama, A., Mukhlash, I. & Nugroho, S., 9 Jun 2020, In: Journal of Physics: Conference Series. 1490, 1, 012014.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Similarities 100%
  • Positive Value 100%
  • Container Ship 100%
  • Case-Based Reasoning 100%
  • Case Based Reasoning 100%

• Identification of topics in News Articles Using Algorithm of Porter Stemmer Enhancement and Likelihood Classifier

  Rukmi, A. M., Andriyani, D. & Mukhlas, I., 9 Jun 2020, In: Journal of Physics: Conference Series. 1490, 1, 012056.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Training Data 100%
  • Test Data 50%
  • Test Result 50%

• Implementation of social media mining for decision making in product planning based on topic modeling and sentiment analysis

  Irawan, M. I., Wijayanto, R., Shahab, M. L., Hidayat, N. & Rukmi, A. M., 9 Jun 2020, In: Journal of Physics: Conference Series. 1490, 1, 012068.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Decision Making 100%
  • Opinion Mining 100%
  • Information and Communication Technologies 25%
  • Semantics 25%
  • Cluster Analysis 25%
  3 Citations (Scopus)
• 2019

  Application of Needleman-Wunch Algorithm to identify mutation in DNA sequences of Corona virus

  Isa Irawan, M., Mukhlash, I., Rizky, A. & Ririsati Dewi, A., 31 May 2019, In: Journal of Physics: Conference Series. 1218, 1, 012031.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • DNA Sequence 100%
  • Coronavirinae 100%
  • Needleman 100%
  • Virus Mutation 42%
  • Sequence Alignment 14%
  11 Citations (Scopus)

• Bat Algorithm for Solving Molecular Docking of Alkaloid Compound SA2014 Towards Cyclin D1 Protein in Cancer

  Fernando, F., Irawan, M. I. & Fadlan, A., 7 Nov 2019, In: Journal of Physics: Conference Series. 1366, 1, 012089.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Malignant Neoplasm 100%
  • Cyclin D1 100%
  • Docking (Molecular) 100%
  • Drug Discovery 66%
  • Prey 33%
  1 Citation (Scopus)

• Development of trigonometric visualization concepts to increase the study motivations of SMK students

  Isa Irawan, M., Mukhlash, I., Adzkiya, D., Darmadi & Sanusi, 31 May 2019, In: Journal of Physics: Conference Series. 1218, 1, 012049.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Community Service 100%
  • Student Learning 100%
  • Research and Development 100%
  • Learning Motivation 100%
  • Research Method 100%
  8 Citations (Scopus)

• Forecasting of Vannamei Shrimp Production Based on Weather Factors Using Radial Basis Function Neural Network Approach (Case Study: Lamongan District)

  Albab, M. U., Irawan, M. I. & Adzkiya, D., 22 Nov 2019, In: Journal of Physics: Conference Series. 1373, 1, 012034.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Radial Basis Function 100%
  • Neural Network Approach 100%
  • Weather Condition 100%
  • Neural Network 100%
  • Artificial Neural Network 66%
  1 Citation (Scopus)

• Identification of Potential Landslide Disaster in East Java Using Neural Network Model (Case Study: District of Ponogoro)

  Nisa, A. K., Irawan, M. I. & Pratomo, D. G., 7 Nov 2019, In: Journal of Physics: Conference Series. 1366, 1, 012095.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Test Result 100%
  • Prone Area 100%
  • Network Model 100%
  • Artificial Neural Network 100%
  • Natural Disaster 100%
  4 Citations (Scopus)

• In Silico Analysis Using Hybrid Support Vector Machine and Second Order of Markov Chain for Multiple Sequence Alignment to Identify the Types of Leukaemia

  Irawan, M. I., Al Faroby, M. H. Z. & Dyah Nurhayati, A. P., 7 Nov 2019, In: Journal of Physics: Conference Series. 1366, 1, 012052.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Support Vector Machine 100%
  • Sequence Alignment 100%
  • Markov Chain 100%
  • Gaussian Distribution 50%
  • Polynomial 25%

• Molecular Docking of Alkaloid Compound SA2014 towards Cyclin D1 Protein in Cancer using Firefly Algorithm

  Fikriya, Z. A., Irawan, M. I. & Dyah Nurhayati, A. P., 7 Nov 2019, In: Journal of Physics: Conference Series. 1366, 1, 012090.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Malignant Neoplasm 100%
  • Cyclin D1 100%
  • Docking (Molecular) 100%
  • Drug Discovery 100%
  • Binding Energy 50%
  3 Citations (Scopus)

• New heuristic algorithm for traveling salesman problem

  Shahab, M. L., 31 May 2019, In: Journal of Physics: Conference Series. 1218, 1, 012038.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Heuristic Algorithm 100%
  • Traveling Salesman Problem 100%
  2 Citations (Scopus)

• Role of clustering based on density to detect patterns of stock trading deviation

  Mustika Rukmi, A., Soetrisno & Wahid, A., 31 May 2019, In: Journal of Physics: Conference Series. 1218, 1, 012053.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Clustering Algorithm 100%
  1 Citation (Scopus)

• Software development to predict the level of paddy production using Gaussian Copula Marginal Regression

  Goldestan, G., Sutikno, Setiyono, B. & Mukhlash, I., 31 May 2019, In: Journal of Physics: Conference Series. 1218, 1, 012047.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Gaussians 100%
  • Marginals 100%
  • Paddies 100%
  • Spider Web 100%
  • Support System 50%
• 2018

  Opinion mining on book review using CNN-L2-SVM algorithm

  Rozi, M. F., Mukhlash, I., Soetrisno & Kimura, M., 22 Mar 2018, In: Journal of Physics: Conference Series. 974, 1, 012004.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Deep Learning Method 100%
  • Convolutional Neural Network 100%
  • Opinion Mining 100%
  • Support Vector Machine 100%
  • Feature Extraction 50%
  5 Citations (Scopus)

• Study of parameters of the nearest neighbour shared algorithm on clustering documents

  Rukmi, A. M., Utomo, D. B. & Sholikhah, N. I. A., 22 Mar 2018, In: Journal of Physics: Conference Series. 974, 1, 012061.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Parameter Value 100%
  • Document Clustering 100%
  • Clustering Result 40%
  • Keyword Extraction 20%
  • clustering process 20%
  3 Citations (Scopus)
• 2017

  Multiple alignment analysis on phylogenetic tree of the spread of SARS epidemic using distance method

  Amiroch, S., Pradana, M. S., Irawan, M. I. & Mukhlash, I., 21 Sept 2017, In: Journal of Physics: Conference Series. 890, 1, 012080.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Severe Acute Respiratory Syndrome 100%
  • Phylogenetic Tree 100%
  • Cladistics 100%
  • Dynamic Programming 50%
  • Evolution 50%
  3 Citations (Scopus)

• Web-based decision support system to predict risk level of long term rice production

  Mukhlash, I., Maulidiyah, R., Sutikno & Setiyono, B., 21 Sept 2017, In: Journal of Physics: Conference Series. 890, 1, 012143.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Spider Web 100%
  • Risk Level 100%
  • Support System 100%
  • Decision Support System 50%
  • Decision Making 50%
  3 Citations (Scopus)
• 2015

  Integrating Data Selection and Extreme Learning Machine for Imbalanced Data

  Mahdiyah, U., Irawan, M. I. & Imah, E. M., 2015, In: Procedia Computer Science. 59, p. 221-229 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Imbalanced Data 100%
  • Integrating Data 100%
  • Extreme Learning Machine 100%
  • Binary Classification 100%
  • Real Life 100%
  16 Citations (Scopus)

• The Application of Fuzzy Association Rule on Co-movement Analyze of Indonesian Stock Price

  Arafah, A. A. & Mukhlash, I., 2015, In: Procedia Computer Science. 59, p. 235-243 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Association Rules 100%
  • fuzzy association rule 100%
  • Stock Price 100%
  • Minimum Support 50%
  • Strong Association Rule 50%
  14 Citations (Scopus)