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

  College Student Activity Recognition from Smartwatch Dataset

  de Clairval, A., Schuler, L. A. E., Rellier, M. F., Irawan, M. I., Mukhlash, I. & Iqbal, M., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 271-281 11 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Activity Recognition 100%
  • Machine Learning 100%
  • Learning System 100%
  • Random Decision Forest 50%

• LTL Model Checking for Verification of Electronic Medical Record (EMR) Design

  Taryana, A., Adzkiya, D., Mufid, M. S., Mukhlash, I. & Abate, A., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 283-297 15 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Linear Temporal Logic 100%
  • Electronic Medical Record 100%
  • Software Design 75%
  • Transition System 50%
  • model checker 50%

• Multi-feature Subgraph Fusion with Text Knowledge on Citation Link Prediction

  Sari, G. I. P., Pao, H. K., Pribadi, R. C. H. & Iqbal, M., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 299-308 10 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Link Prediction 100%
  • Subgraphs 100%
  • Performance Model 25%
  • Feature Fusion 25%
  • Sparsity 25%

• Neutrosophic Soft Set for Forecasting Indonesian Bond Yields

  Aini, Q. Q., Mukhlash, I., Fahim, K., Jasmir & Fatimah, F., 2024, Intelligent and Fuzzy Systems - Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference. Kahraman, C., Cevik Onar, S., Cebi, S., Oztaysi, B., Ucal Sari, I. & Tolga, A. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 690-698 9 p. (Lecture Notes in Networks and Systems; vol. 1090 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Root Mean Square Error 100%
  • Predictor Variable 100%
  • Prediction Error 100%
  • Mean Absolute Error 100%
  • Data Length 100%

• Non-linear Reward Deep Q Networks for Smooth Action in a Car Game

  Iqbal, M., Afandy, A. & Hidayat, N., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 259-270 12 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Car Racing Game 100%
  • Reinforcement Learning 100%
• 2023

  An Advanced Graph Embedding Framework with Node Embedding to Design Water Pipeline Networks

  Rukmi, A. M., Shiddiqi, A. M., Saikhu, A., Fransiska, M. J. & Mazeau, L., 2023, 2023 14th International Conference on Information and Communication Technology and System, ICTS 2023. Institute of Electrical and Electronics Engineers Inc., p. 243-248 6 p. (2023 14th International Conference on Information and Communication Technology and System, ICTS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Node Embedding 100%
  • Network Optimization 66%
  • Graph Representation 33%
  • Lower Dimensional Space 33%
  • Random Walk Process 33%

• An Autoencoder Based ASCII Art Generator

  Kimura, M., Iqbal, M. & Mukhlash, I., 24 Feb 2023, ICIIT 2023 - Proceedings of 2023 8th International Conference on Intelligent Information Technology. Association for Computing Machinery, p. 106-111 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Autoencoder 100%
  • Target Image 100%
  • Learning System 50%

• ASAGeR: Automated Short Answer Grading Regressor via Sentence Simplification

  Iqbal, M., Laili Udhiah, R., Rana Nugraha, T. & Pao, H. K., 2023, Proceedings - IEEE International Conference on Knowledge Graph, ICKG 2023. Sheng, V. S., Hicks, C., Ling, C., Raghavan, V. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 60-68 9 p. (Proceedings - IEEE International Conference on Knowledge Graph, ICKG 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Regressors 100%
  • Summarization 100%
  • Text Summarization 100%
  • Alanine Aminotransferase 100%
  • State-of-the-Art Method 33%
  2 Citations (Scopus)

• Carbon Price Prediction in the European Market using Deep Learning

  Pradana, Y. A., Mukhlash, I., Irawan, M. I. & Putri, E. R. M., 2023, Proceeding - EECSI 2023: 10th Electrical Engineering, Computer Science and Informatics Conference. Institute of Electrical and Electronics Engineers Inc., p. 307-314 8 p. (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Greenhouse Gas Emission 100%
  • Carbon Price 100%
  • Deep Learning Method 100%
  • Multilayer Neural Networks 100%
  • Long Short-Term Memory 100%
  1 Citation (Scopus)

• CNN-Based Detection of SARS-CoV-2 Variants Using Spike Protein Hydrophobicity

  Jamhuri, M., Irawan, M. I., Mukhlash, I. & Puspaningsih, N. N. T., 2023, 2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 207-212 6 p. (2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Hydrophobicity 100%
  • SARS Coronavirus 100%
  • Neural Network 100%
  • Amino Acid Sequence 66%
  • Pandemic 50%

• Conserved Sequence: Progressive Alignment and Binary Boolean Logic Algorithm

  Ridho, F., Irawan, M. I. & Hidayat, N., 2023, 2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 201-206 6 p. (2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Conserved Sequence 100%
  • Boolean Logic 100%
  • SARS Coronavirus 33%
  • Genetic Distance 33%
  • Experimental Result 33%

• Discovery of Profitable Stock Price Movement Patterns from Various High Utility Pattern Mining

  Iqbal, M., Simanungkalit, E., Latifa, S. N., Hidayat, N. & Mukhlash, I., 2023, Ambient Intelligence—Software and Applications—13th International Symposium on Ambient Intelligence. Julián, V., Carneiro, J., Alonso, R. S., Chamoso, P. & Novais, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 44-53 10 p. (Lecture Notes in Networks and Systems; vol. 603 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Pattern Mining 100%
  • Stock Price 100%
  • Fuzzy Set 100%
  • Data Mining Technique 50%
  • Investors 42%

• European High-Dimensional Option Pricing using Backward Stochastic Differential Equation-Based Convolutional Neural Network

  Widianto, A. E. W., Putri, E. R. M., Mukhlash, I. & Iqbal, M., 14 Jul 2023, ICoMS 2023 - 2023 6th International Conference on Mathematics and Statistics. Association for Computing Machinery, p. 120-125 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Stochastic Differential Equation 100%
  • Option Pricing 100%
  • Convolutional Neural Network 100%
  • Option Trading 100%
  • Financial Risk 100%

• Hybrid Algorithm of Differential Evolution - Support Vector Machine (DE-SVM) for Network Intrusion Detection System

  Irawan, M. I. & Gosal, Y. A. C., 2023, 2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 195-200 6 p. (2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Network Intrusion Detection System 100%
  • Hybrid Algorithm 100%
  • Differential Evolution 100%
  • Support Vector Machine 100%
  • Comparator 33%

• Mobile Vision Transformer for Surface Defect Classification from A Tiny Dataset

  Permatasari, G. I., Pao, H. K., Pribadi, R. C. H. & Iqbal, M., 2023, 2023 14th International Conference on Information and Communication Technology and System, ICTS 2023. Institute of Electrical and Electronics Engineers Inc., p. 100-104 5 p. (2023 14th International Conference on Information and Communication Technology and System, ICTS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Surface Defect 100%
  • Steel Strip 60%

• Optimizing Greenhouse Gas Emissions: A Productivity-Efficiency Analysis of Indonesian Coal-Fired Power Plants

  Hanoum, S., Ardiantono, D. S., Rachmad, R., Ramadhandy, R. A., Irawan, M. I. & Korpysa, J., 2023, Proceedings of 2023 IEEE Technology and Engineering Management Conference - Asia Pacific, TEMSCON-ASPAC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings of 2023 IEEE Technology and Engineering Management Conference - Asia Pacific, TEMSCON-ASPAC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fired Power Plant 100%
  • Greenhouse Gas 100%
  • Greenhouse Gas Emission 100%
  • Coal-Fired Power Plant 100%
  • Gas Emission 100%

• Predicting Antiviral Compounds for Avian Influenza A/H9N2 Using Logistic Regression with RBF Kernel

  Amiroch, S., Jamhuri, M., Irawan, M. I., Mukhlash, I. & Nidom, C. A., 2023, Proceedings: ICMERALDA 2023 - International Conference on Modeling and E-Information Research, Artificial Learning and Digital Applications. Institute of Electrical and Electronics Engineers Inc., p. 68-73 6 p. (Proceedings: ICMERALDA 2023 - International Conference on Modeling and E-Information Research, Artificial Learning and Digital Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Logistic Regression Analysis 100%
  • Influenza A 100%
  • Influenza A Virus (H9N2) 100%
  • Avian Influenza 100%
  • Antiviral Drug 100%

• Prediction of Yields Fluctuations on Indonesian Government Bonds Using Classification Model Based on Rough Sets and Fuzzy Rough Sets

  Safitri, D., Mukhlash, I., Setyawati, D. W. & Aprianti, W., 2023, 2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 334-338 5 p. (2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Rough Set 100%
  • Rough Fuzzy Set 100%
  • Classification Models 100%
  • Simulation Result 100%
  • Determining Bond 100%

• Progressive Multiple Sequence Alignment for COVID-19 Mutation Identification via Deep Reinforcement Learning

  Chofsoh, Z. H. Q., Mukhlash, I., Iqbal, M. & Sanjoyo, B. A., 2023, Practical Applications of Computational Biology and Bioinformatics, 17th International Conference (PACBB 2023). Rocha, M., Fdez-Riverola, F., Mohamad, M. S. & Gil-González, A. B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 73-83 11 p. (Lecture Notes in Networks and Systems; vol. 743 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reinforcement Learning 100%
  • Sequence Alignment 100%
  • DNA Sequencing 100%
  • Pairwise Alignment 25%
  • Deep Reinforcement Learning 25%

• Raw Mill Engine Failure Detection from Transformer Gated Convolutional Unit Networks

  Muliatama, B. P., Mukhlash, I., Iqbal, M., Hidayat, N. & Kimura, M., 2023, Proceedings of 2023 IEEE International Conference on Data and Software Engineering, ICoDSE 2023. Institute of Electrical and Electronics Engineers Inc., p. 214-219 6 p. (Proceedings of 2023 IEEE International Conference on Data and Software Engineering, ICoDSE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Failure Time 100%
  • Engine Failure 100%
  • Internet-Of-Things 100%
  • Production Engineering 100%
  • Indonesia 100%
• 2022

  Analysis of Protein-Protein Interaction to Obtain Significant Protein in Influenza Virus Type A/H9N2

  Amiroch, S., Al Faroby, M. H. Z., Irawan, M. I., Mukhlash, I. & Nidhom, A. C., 2 Aug 2022, 8th Symposium on Biomathematics, Symomath 2021: Bridging Mathematics and Covid-19 Through Multidisciplinary Collaboration. Megawati, N. Y., Susyanto, N., Ertiningsih, D., Sari, E. R., Saptaningtyas, F. Y., Tantrawan, M., Amalia, O. A. & Susiana (eds.). American Institute of Physics Inc., 020021. (AIP Conference Proceedings; vol. 2498).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Protein Characterization 100%
  • Bird 100%
  • Protein-Protein Interaction 100%
  • Influenza A Virus (H9N2) 100%
  • Influenza A Virus 100%

• Classification of Covid-19 Variants Using Boosting Algorithm

  Muhammad, I., Mukhlash, I., Jamhuri, M., Iqbal, M. & Irawan, M. I., 2022, Proceedings - 9th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2022. Facta, M., Syafrullah, M., Riyadi, M. A., Subroto, I. M. I. & Irawan, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 29-34 6 p. (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI); vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • DNA 100%
  • Coronavirinae 100%
  • SARS Coronavirus 100%
  • Disease 100%
  • Light Gradient Boosting Machine 100%
  3 Citations (Scopus)

• Engine Failure Detection of Raw Mill Machine via Discrete Variational Auto-encoder

  Abruzi, I. B., Iqbal, M., Mukhlash, I., Rukmi, A. M., Kurniati, N. & Kimura, M., 2022, Proceedings of 2022 International Conference on Data and Software Engineering, ICoDSE 2022. Institute of Electrical and Electronics Engineers Inc., p. 59-64 6 p. (Proceedings of 2022 International Conference on Data and Software Engineering, ICoDSE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Engine Failure 100%
  • Performance Model 100%
  • Deep Learning Model 100%
  • Failure Detection 100%
  • Quantile 50%
  1 Citation (Scopus)

• Indonesian Finance News Sentiment from Hybrid Deep Learning and Support Vector Machine

  Mukhlash, I., Gama, A. D. S., Iqbal, M., Darmaji, D. & Kimura, M., 17 Jun 2022, ICoMS 2022 - Proceedings of 2022 5th International Conference on Mathematics and Statistics. Association for Computing Machinery, p. 115-119 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Support Vector Machine 100%
  • Deep Learning Method 100%
  • Neural Network 100%
  • Long Short-Term Memory Network 50%
  • Evaluation Result 50%

• Performance Improvement of Logistic Regression for Binary Classification by Gauss-Newton Method

  Jamhuri, M., Mukhlash, I. & Irawan, M. I., 17 Jun 2022, ICoMS 2022 - Proceedings of 2022 5th International Conference on Mathematics and Statistics. Association for Computing Machinery, p. 12-16 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Binary Classification 100%
  • Logistic Regression 100%
  • Performance Improvement 100%
  • Newton's Method 100%
  • Gauss-Newton Method 100%
  1 Citation (Scopus)

• Pseudo slicer on three dimensional brain tumor segmentation

  Iqbal, M., Urbach, F., Pao, H. K., Sensusiati, A. D., Hidayat, N. & Mukhlash, I., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5278-5287 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Magnetic Resonance Imaging 100%
  • Intracranial Tumor 100%
  • Radiologist 100%
  • Three-Dimensional Models 100%
  • Generative Adversarial Networks 100%

• State of the art of machine learning: An overview of the past, current, and the future research trends in the era of quantum computing

  Irawan, M. I. & Jamhuri, M., 19 Dec 2022, 7th International Conference on Mathematics - Pure, Applied and Computation: Mathematics of Quantum Computing. Mufid, M. S. & Adzkiya, D. (eds.). American Institute of Physics Inc., 040009. (AIP Conference Proceedings; vol. 2641).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data Modelling 100%
  • Quantum Computing 100%
  • Linear Predictor 100%
  • Machine Learning 100%
  • Learning System 100%
  1 Citation (Scopus)

• System Dynamics Implementation to Analyze Electricity Demand and Capacity Planning in East Java

  Nabilah, N., Mukhlash, I. & Suryani, E., 25 Jan 2022, 8th International Conference and Workshop on Basic and Applied Science, ICOWOBAS 2021. Wibowo, A. T., Mardianto, M. F. F., Rulaningtyas, R., Sakti, S. C. W., Imron, M. F. & Ramadhan, R. (eds.). American Institute of Physics Inc., 080004. (AIP Conference Proceedings; vol. 2554).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Electricity Demand 100%
  • Systems Dynamics 100%
  • Illustrates 33%
  • Electrical Energy 33%
  • Dynamic Models 33%
• 2021

  A Smart Predictive Maintenance Scheme for Classifying Diagnostic and Prognostic Statuses

  Palembiya, R. A., Setiawan, M. N., Gultom, E. O., Prayitno, A. S. D., Kurniati, N. & Iqbal, M., 2021, Soft Computing in Data Science - 6th International Conference, SCDS 2021, Proceedings. Mohamed, A., Yap, B. W., Zain, J. M. & Berry, M. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 104-117 14 p. (Communications in Computer and Information Science; vol. 1489 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Performance Evaluation 100%
  • Long Short-Term Memory Network 100%
  • Baseline Method 100%
  • Annotation 100%
  • Feature Map 100%
  2 Citations (Scopus)

• Customer Complaints Clusterization of Government Drinking Water Company on Social Media Twitter using Text Mining

  Dewinta, A. & Irawan, M. I., 9 Apr 2021, 3rd 2021 East Indonesia Conference on Computer and Information Technology, EIConCIT 2021. Alfred, R., Haviluddin, H., Wibawa, A. P., Santoso, J., Kurniawan, F., Junaedi, H., Purnawansyah, P., Setyati, E., Saurik, H. T. T., Setiawan, E. I., Setyaningsih, E. R., Pramana, E., Kristian, Y., Kelvin, K., Purwanto, D. D., Kardinata, E. & Anugrah, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 338-342 5 p. 9431931. (3rd 2021 East Indonesia Conference on Computer and Information Technology, EIConCIT 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Extract Information 100%
  • Text Mining 100%
  • Test Result 100%
  • Self-Organizing Map 100%
  • Dirichlet 100%
  4 Citations (Scopus)

• INVESTIGATION OF FATAL ACCIDENT CAUSES IN THE OIL AND GAS INDUSTRY: THE STRUCTURAL EQUATION MODELING APPROACH

  Wicaksono, F. D., Ciptomulyono, U., Artana, K. B. & Irawan, M. I., 2021, Proceedings of the 30th International Conference of the International Association for Management of Technology, IAMOT 2021 - MOT for the World of the Future. University of Pretoria, p. 1302-1315 14 p. (Proceedings of the 30th International Conference of the International Association for Management of Technology, IAMOT 2021 - MOT for the World of the Future).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Petroleum Industry 100%
  • Interdependence 33%
  • Regression Coefficient 33%
• 2020

  Comparison of stock price prediction using geometric Brownian motion and multilayer perceptron

  Azizah, M., Irawan, M. I. & Putri, E. R. M., 1 Jun 2020, Proceedings of the 5th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2019. Mart, T., Triyono, D. & Ivandini, T. A. (eds.). American Institute of Physics Inc., 030016. (AIP Conference Proceedings; vol. 2242).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Stock Price 100%
  • Levy Process 100%
  • Multilayer Perceptron 100%
  • Geometric Brownian Motion 100%
  • Perceptron 100%
  9 Citations (Scopus)
• 2019

  Extending UTAUT2 to explore digital wallet adoption in Indonesia

  Widodo, M., Irawan, M. I. & Sukmono, R. A., Jul 2019, 2019 International Conference on Information and Communications Technology, ICOIACT 2019. Institute of Electrical and Electronics Engineers Inc., p. 878-883 6 p. 8938415. (2019 International Conference on Information and Communications Technology, ICOIACT 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Behavioral Intention 100%
  • Hedonic Motivation 100%
  • World Bank 100%
  • Least Squares Methods 50%
  • Online Survey 50%
  43 Citations (Scopus)
• 2018

  Maximum Likelihood Method on the Construction of Phylogenetic Tree for Identification the Spreading of SARS Epidemic

  Amiroch, S., Syaiful Pradana, M., Isa Irawan, M. & Mukhlash, I., 2 Jul 2018, Proceeding - 2018 International Symposium on Advanced Intelligent Informatics: Revolutionize Intelligent Informatics Spectrum for Humanity, SAIN 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-141 5 p. 8673334. (Proceeding - 2018 International Symposium on Advanced Intelligent Informatics: Revolutionize Intelligent Informatics Spectrum for Humanity, SAIN 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Severe Acute Respiratory Syndrome 100%
  • Maximum Likelihood Method 100%
  • Phylogenetic Tree 100%
  • Cladistics 100%
  • Probability Theory 50%
  3 Citations (Scopus)

• Moving Vehicle Classification Using Pixel Quantity Based on Gaussian Mixture Models

  Putra, B. C., Sctiyono, B., Sulistyaningrum, D. R., Soetrisno & Mukhlash, I., 11 Sept 2018, 2018 3rd International Conference on Computer and Communication Systems, ICCCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 254-257 4 p. 8463218. (2018 3rd International Conference on Computer and Communication Systems, ICCCS 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Road 100%
  • Gaussian Mixture Model 100%
  • Traffic Congestion 100%
  • Gaussian Distribution 100%
  • Background Image 50%
  6 Citations (Scopus)

• Road defect classification using Gray Level Co-Occurrence Matrix (GLCM) and Radial Basis Function (RBF)

  Pramestya, R. H., Sulistyaningrum, D. R., Setiyono, B., Mukhlash, I. & Firdaus, Z., 13 Nov 2018, Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018. Institute of Electrical and Electronics Engineers Inc., p. 285-289 5 p. 8534769. (Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Grey Level 100%
  • Cooccurrence Matrix 100%
  • Road 100%
  • Defect Classification 100%
  • Radial Basis Function 100%
  7 Citations (Scopus)

• Sequence analysis of Leukemia DNA

  Nacong, N., Lusiyanti, D. & Irawan, M. I., 6 Mar 2018, Symposium on Biomathematics, SYMOMATH 2017. Handayani, D., Quam, M. & van Heijster, P. (eds.). American Institute of Physics Inc., 020010. (AIP Conference Proceedings; vol. 1937).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sequence Analysis 100%
  • Protein Sequencing 100%
  • Leukemia 100%
  • DNA Sequence 100%
  • Laboratory Test 100%
  2 Citations (Scopus)
• 2017

  Application of unweighted pair group methods with arithmetic average (UPGMA) for identification of kinship types and spreading of ebola virus through establishment of phylogenetic tree

  Andriani, T. & Irawan, M. I., 1 Aug 2017, International Conference on Mathematics - Pure, Applied and Computation: Empowering Engineering using Mathematics. Adzkiya, D. (ed.). American Institute of Physics Inc., 020064. (AIP Conference Proceedings; vol. 1867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Cladistics 100%
  • Ebolavirus 100%
  • Tai Forest Ebolavirus 40%
  • Bundibugyo Ebolavirus 40%
  • Filoviridae 10%
  2 Citations (Scopus)

• Formal verification of automated teller machine systems using SPIN

  Iqbal, I. M., Adzkiya, D. & Mukhlash, I., 1 Aug 2017, International Conference on Mathematics - Pure, Applied and Computation: Empowering Engineering using Mathematics. Adzkiya, D. (ed.). American Institute of Physics Inc., 020045. (AIP Conference Proceedings; vol. 1867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Formal Verification 100%
  • Linear Temporal Logic 100%
  • Interpreter 100%
  • model checker 100%
  • In-Process 50%
  3 Citations (Scopus)

• Using k-means++ algorithm for researchers clustering

  Rukmi, A. M. & Iqbal, I. M., 1 Aug 2017, International Conference on Mathematics - Pure, Applied and Computation: Empowering Engineering using Mathematics. Adzkiya, D. (ed.). American Institute of Physics Inc., 020052. (AIP Conference Proceedings; vol. 1867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Mean Algorithm 100%
  • Social Network 66%
  • Social Networking (Online) 33%
  • Research Community 33%
  • Research Environment 33%
  4 Citations (Scopus)
• 2016

  Mining fuzzy time interval sequential pattern on event log data using FP-Growth-Prefix-Span algorithms

  Mukhlash, I., Sidratul Muntaha, M. A. M. A., Iqbal, M., Saikhu, A. & Sarno, R., 17 Jun 2016, 2016 Conference on Fundamental and Applied Science for Advanced Technology, ConFAST 2016: Proceeding of ConFAST 2016 Conference Series: International Conference on Physics and Applied Physics Research, ICPR 2016, International Conference on Industrial Biology , ICIBIO 2016, and International Conference on Information System and Applied Mathematics, ICIAMATH 2016. Winanda, R. S., Hidayah, Q., Yanto, I. T. R., Irsalinda, N., Aji, O. R., Kusuma, D. Y. & Inayati, S. (eds.). American Institute of Physics Inc., 020065. (AIP Conference Proceedings; vol. 1746).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Log Data 100%
  • Sequential Pattern 100%
  • Business Process 75%
  • Data Mining Technique 25%
  • Process Mining 25%
  2 Citations (Scopus)

• Reverse Transcription-PCR analysis of geranylgeranyl diphosphate synthase (JcGGPPS) in Jatropha curcas L. and in silico analysis of Casbene Synthase (JcCS) among Euphorbiaceae

  Jadid, N., Mardika, R. K., Nurhidayati, T. & Irawan, M. I., 14 Jun 2016, Towards the Sustainable Use of Biodiversity in a Changing Environment: From Basic to Applied Research - Proceeding of the 4th International Conference on Biological Science, ICBS 2015. Setyobudi, R. H., Adinurani, P. G., Nuringtyas, T. R. & Setyobudi, R. H. (eds.). American Institute of Physics Inc., 020042. (AIP Conference Proceedings; vol. 1744).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Jatropha Curcas 100%
  • Farnesyl Trans Transferase 100%
  • Synthetase 100%
  • Euphorbiaceae 100%
  • Toxic Substance 28%
  14 Citations (Scopus)

• Support vector machine with multiple kernel learning for image retrieval

  Athoillah, M., Irawan, M. I. & Imah, E. M., 12 Jan 2016, Proceedings of 2015 International Conference on Information and Communication Technology and Systems, ICTS 2015. Institute of Electrical and Electronics Engineers Inc., p. 17-22 6 p. 7379865. (Proceedings of 2015 International Conference on Information and Communication Technology and Systems, ICTS 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multiple Kernel Learning 100%
  • Image Retrieval 100%
  • Support Vector Machine 100%
  • Classification Problem 40%
  • Classification Models 20%
  5 Citations (Scopus)

• Weather prediction using fuzzy rough clustering

  Iqbal, M., Mukhlash, I. & Wibowo, I. L., 17 Jun 2016, 2016 Conference on Fundamental and Applied Science for Advanced Technology, ConFAST 2016: Proceeding of ConFAST 2016 Conference Series: International Conference on Physics and Applied Physics Research, ICPR 2016, International Conference on Industrial Biology , ICIBIO 2016, and International Conference on Information System and Applied Mathematics, ICIAMATH 2016. Winanda, R. S., Hidayah, Q., Yanto, I. T. R., Irsalinda, N., Aji, O. R., Kusuma, D. Y. & Inayati, S. (eds.). American Institute of Physics Inc., 020070. (AIP Conference Proceedings; vol. 1746).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Categorical Data 100%
  • Numerical Data 100%
  • Clustering 100%
  • Climate Data 100%
• 2014

  Mining decision to discover the relation of rules among decision points in a non-free choice construct

  Sarno, R., Sari, P. L. I., Sunaryono, D., Amaliah, B. & Mukhlash, I., 2014, Proceedings of 2014 International Conference on Information, Communication Technology and System, ICTS 2014. Institute of Electrical and Electronics Engineers Inc., p. 53-57 5 p. 7010557. (Proceedings of 2014 International Conference on Information, Communication Technology and System, ICTS 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning System 100%
  • Decision Theory 100%
  7 Citations (Scopus)

• Neural network-based engine propeller matching (NN-EPM) for trimaran patrol ship

  Koenhardono, E. S., Djatmiko, E. B., Soeprijanto, A. & Irawan, M. I., 2014, Advances in Applied Mechanics and Materials. p. 388-394 7 p. (Applied Mechanics and Materials; vol. 493).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Propeller 100%
  • Main Engine 33%
  • Energy Crisis 11%
  • Engine Speed 11%
  • Oil Consumption 11%
  7 Citations (Scopus)

• The application of rough set and fuzzy rough set based algorithm to classify incomplete meteorological data

  Aprianti, W. & Mukhlash, I., 17 Mar 2014, Proceedings of 2014 International Conference on Data and Software Engineering, ICODSE 2014. Institute of Electrical and Electronics Engineers Inc., 7062674. (Proceedings of 2014 International Conference on Data and Software Engineering, ICODSE 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Rough Set 100%
  • Rough Fuzzy Set 100%
  • Meteorological Data 100%
  • Training Data 100%
  • Incomplete Data 100%
  6 Citations (Scopus)
• 2013

  Decision mining for multi choice workflow patterns

  Sarno, R., Sari, P. L. I., Ginardi, H., Sunaryono, D. & Mukhlash, I., 2013, Proceeding - 2013 International Conference on Computer, Control, Informatics and Its Applications: "Recent Challenges in Computer, Control and Informatics", IC3INA 2013. IEEE Computer Society, p. 337-342 6 p. 6819197. (Proceeding - 2013 International Conference on Computer, Control, Informatics and Its Applications: "Recent Challenges in Computer, Control and Informatics", IC3INA 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Workflow Pattern 100%
  • Petri Net 100%
  • Explicit Representation 40%
  • Decision Point 40%
  • Retrieve Information 20%
  37 Citations (Scopus)

• Thermal expansion coefficient prediction of fuel-cell seal materials from silica sand

  Hidayat, N., Triwikantoro, Baqiya, M. A. & Pratapa, S., 2013, International Conference on Theoretical and Applied Physics, ICTAP 2012. p. 99-101 3 p. (AIP Conference Proceedings; vol. 1555).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Expansion Coefficient 100%
  • Coefficient of Thermal Expansion 100%
  • Silicon Dioxide 100%
  • Fuel Cell 100%
  • Silica Sand 100%
  7 Citations (Scopus)