Prof. Riyanarto Sarno
Professor · Department of Informatics · Institut Teknologi Sepuluh Nopember
Senior researcher and faculty member at the Intelligent Information Management Laboratory (IIM) / Laboratorium Manajemen Cerdas Informasi (MCI). Research focuses on business process management, machine learning, electronic nose, and enterprise intelligent systems.
Scopus Q1 (34)
Cross-Attention Feature Fusion network for robust estimation of Cd2+ and Pb2+ in water samples using Cyclic Voltammetry
Chemical Engineering Journal Advances, Vol. 26, pp. 101065, May 2026
Journal ArticleScopus Q1Automatic Interpretation of Brain Medical Images Using Hierarchical Classification and Image Captioning Model
IEEE Access, Apr 2025
Journal ArticleScopus Q1Augmented Data Low Confidence (ADLC): A Confidence-Driven Data Augmentation Framework With Ensemble Optimization for Enhanced Machine Learning Performance
IEEE Access, Nov 2025
Journal ArticleScopus Q1Permuted Temporal Kolmogorov-Arnold Networks for Stock Price Forecasting Using Generative Aspect-Based Sentiment Analysis
IEEE Access, Vol. 12, No. 9, 2024
Journal ArticleScopus Q1Optimising Waste Management Collaboration Processes Using Hybrid Modelling
International Journal of Simulation Modelling, Vol. 23, No. 1, Feb 2024
Journal ArticleScopus Q1Simulations To Predict Process Model Alignment With Standard Operating Procedure
International Journal of Simulation Modelling, Vol. 23, No. 1, Feb 2024
Journal ArticleScopus Q1Cyclical Learning Rate Optimization on Deep Learning Model for Brain Tumor Segmentation
IEEE Access, Vol. 11, 2023
Journal ArticleScopus Q1Extending Graph-based Process Discovery for Hierarchical Block Detection
IEEE Access, Vol. 11, 2023
Journal ArticleScopus Q1Cross-subject channel selection using modified relief and simplified CNN-based deep learning for EEG emotion recognition
IEEE Access, Vol. 11, 2023
Journal ArticleScopus Q1Enhancing model quality and scalability for mining business processes with invisible tasks in non-free choice
Journal of King Saud University - Computer and Information Sciences, Vol. 35, No. 9, pp. 101741, 2023
Journal ArticleScopus Q1Transformer-GRU Method for Predicting Stock Price based on News Sentiments and Technical Indicators
IEEE Access, Vol. 11, Jul 2023
Journal ArticleScopus Q1Optimization of the Electronic Nose Sensor Array for Asthma Detection Based on Genetic Algorithm
IEEE Access, Vol. 11, Jul 2023
Journal ArticleScopus Q1IMARA: A New Approach to Multi-Attribute Risk Assessment Based on Event Data Weighting
IEEE Access, Vol. 11, 2023
Journal ArticleScopus Q1Simplified 2D CNN Architecture With Channel Selection for Emotion Recognition Using EEG Spectrogram
IEEE Access, Vol. 11, 2023
Journal ArticleScopus Q1Sampling Simulation In Process Discovery
International Journal of Simulation Modelling, Vol. 22, No. 1, 2023
Journal ArticleScopus Q1Detection of Infectious Respiratory Disease Through Sweat From Axillary Using an E-Nose With Stacked Deep Neural Network
IEEE Access, Vol. 10, pp. 51285-51298, May 2022
Journal ArticleScopus Q1Adaptive filter for detection outlier data on electronic nose signal
Sensing and Bio-Sensing Research, Vol. 36, pp. 100492, Apr 2022
Journal ArticleScopus Q1Generating BPMN diagram from textual requirements
Journal of King Saud University - Computer and Information Sciences, 2022
Journal ArticleScopus Q1A New Approach to Signal Filtering Method Using K-Means Clustering and Distance-Based Kalman Filtering
Sensing and Bio-Sensing Research, pp. 100539, 2022
Journal ArticleScopus Q1Graph-based Token Replay for Online Conformance Checking
IEEE Access, 2022
Journal ArticleScopus Q1Enhancing Marching Cubes Algorithms for 3D Corpus Callosum Reconstruction from 2D MRI Brain Images Segmentation
Applied Soft Computing, 2022
Journal ArticleScopus Q1Detection of Infectious Respiratory Disease Through Sweat From Axillary Using an E-Nose With Stacked Deep Neural Network
IEEE Access, Vol. 10, pp. 51285-51298, May 2022
Journal ArticleScopus Q1Reconstructing and resizing 3D images from DICOM files
Journal of King Saud University - Computer and Information Sciences, Vol. 34, No. 6B, 2022
Journal ArticleScopus Q1The effect of gas concentration on detection and classification of beef and pork mixtures using E-nose
Computers and Electronics in Agriculture, Vol. 195, No. 4, pp. 106838, Apr 2022
Journal ArticleScopus Q1Improving efficiency for discovering business processes containing invisible tasks in non-free choice
Journal of Big Data, Vol. 8, No. 1, pp. 113, 2021
Journal ArticleScopus Q1Gradient boosting machines fusion for automatic epilepsy detection from EEG signals based on wavelet features
Journal of King Saud University - Computer and Information Sciences, 2021
Journal ArticleScopus Q1Anomaly detection using control flow pattern and fuzzy regression in port container handling
Journal of King Saud University - Computer and Information Sciences, Vol. 33, No. 1, 2021
Journal ArticleScopus Q1Detecting Pork Adulteration in Beef for Halal Authentication Using an Optimized Electronic Nose System
IEEE Access, Vol. 8, Dec 2020
Journal ArticleScopus Q1Deep Learning in a Sensor Array System based on the Distribution of Volatile Compounds from Meat Cuts using GC-MS Analysis
Sensing and Bio-Sensing Research, Vol. 29, 2020
Journal ArticleScopus Q1Anomaly Detection in Business Processes using Process Mining and Fuzzy Association Rule Learning
Journal of Big Data, Vol. 7, pp. 5, 2020
Journal ArticleScopus Q1DWTLSTM for electronic nose signal processing in beef quality monitoring
Sensors and Actuators B: Chemical, Vol. 326, pp. 128931, Sep 2020
Journal ArticleScopus Q1Noise filtering framework for electronic nose signals: An application for beef quality monitoring
Computers and Electronics in Agriculture, Vol. 157, Feb 2019
Journal ArticleScopus Q1Evaluating the Performance of Sentence Level Features and Domain Sensitive Features on Supervised Sentiment Analysis Tasks
Journal of Big Data, Vol. 6, pp. 84, 2019
Journal ArticleScopus Q1Information Quality Ratio as a novel metric for mother wavelet selection
Chemometrics and Intelligent Laboratory Systems, Vol. 160, 2017
Journal ArticleScopus Q1
Scopus Q2 (51)
BPMN graph transformation: A unified multi-format parser library for standardized graph-based business process model integration
SoftwareX, Vol. 33, pp. 102548, Feb 2026
Journal ArticleScopus Q2Enhancing Long Range E-nose Based Pineapple Ripeness Classification through Odor Transfer and Wavelet Transform
International Journal of Intelligent Engineering and Systems, Vol. 19, No. 2, Feb 2026
Journal ArticleScopus Q2BPMN graph transformation: A unified multi-format parser library for standardized graph-based business process model integration
SoftwareX, Vol. 33, pp. 102548, 2026
Journal ArticleScopus Q2A Risk-Integrated Perspective on the Influence of Technical and Environmental Complexity in Software Effort Estimation
Engineering, Technology & Applied Science Research, Vol. 15, No. 6, pp. 30617-30623, Dec 2025
Journal ArticleScopus Q2A Risk-Integrated Perspective on the Influence of Technical and Environmental Complexity in Software Effort Estimation
Engineering, Technology & Applied Science Research, Vol. 15, No. 6, pp. 30617-30623, Dec 2025
Journal ArticleScopus Q2A Pair of SAW Devices-Based Viscosity Measurement for a Small Amount of Sample Volume
IEEE Sensors Letters, Vol. 9, No. 10, Sep 2025
Journal ArticleScopus Q2Clustering-Based and Multicollinearity Feature Selection in Macroeconomic Indicators for Predicting Loan Losses
International Journal of Intelligent Engineering and Systems, Vol. 18, No. 1, Sep 2025
Journal ArticleScopus Q2Price Forecasting of West Java Rice using Multivariate Decomposition SARIMAX-GRU Combination
International Journal of Intelligent Engineering and Systems, Vol. 18, No. 1, Jan 2025
Journal ArticleScopus Q2Novel Sensor Using ISFET and Pt Electrodes for Water pH and Flow Speed Measurement
IEEE Sensors Letters, Jul 2025
Journal ArticleScopus Q2Aspect-based sentiment analysis: natural language understanding for implicit review
International Journal of Electrical and Computer Engineering, Vol. 14, No. 6, pp. 6711-6722, 2024
Journal ArticleScopus Q2The Effectiveness of Armpit Sweat Odor with COVID-19 Detection Device for Detecting COVID-19
Pharmacognosy Journal, Vol. 16, No. 3, 2024
Journal ArticleScopus Q2Accelerating real-time deterministic discovery through SIMD GPU for executing distributed event logs
International Journal of Electrical and Computer Engineering, Vol. 14, No. 4, pp. 4214-4227, 2024
Journal ArticleScopus Q2Stock price forecasting in Indonesia stock exchange using deep learning: A comparative study
International Journal of Electrical and Computer Engineering, Vol. 14, No. 1, pp. 861-869, Feb 2024
Journal ArticleScopus Q2Improving cyberbullying detection through multi-level machine learning
International Journal of Electrical and Computer Engineering, Vol. 14, No. 2, pp. 1779-1787, Apr 2024
Journal ArticleScopus Q2Modification Rules for Improving Marching Cubes Algorithm to Represent 3D Point Cloud Curve Images
International Journal of Intelligent Engineering and Systems, Vol. 17, No. 1, 2024
Journal ArticleScopus Q2EEG-Based Emotion Classification: A Biologically Informed Channel Selection Approach
International Journal of Intelligent Engineering and Systems, Vol. 17, No. 1, 2024
Journal ArticleScopus Q2Optimized 1D-CNN for Seizure Classification from EEG Signal based on Whale Optimization Algorithm
International Journal of Intelligent Engineering and Systems, Vol. 16, No. 3, 2023
Journal ArticleScopus Q2Hybrid neural machine translation with statistical and rule based approach for Tolaki-Indonesian-English
Periodicals of Engineering and Natural Sciences, Vol. 11, No. 5, 2023
Journal ArticleScopus Q2Implementation of COSMIC Function Points as Primary Input to COCOMO II
International Journal of Intelligent Engineering and Systems, Vol. 16, No. 5, 2023
Journal ArticleScopus Q2Data Augmentation Technique Using Two Step SMOTE for E-nose Signal in Breath Ketone Level Detection
International Journal of Intelligent Engineering and Systems, Vol. 16, No. 4, Jul 2023
Journal ArticleScopus Q2A Graph-based Method for Merging Business Process Models by Considering Semantic Similarity
International Journal of Intelligent Engineering and Systems, Vol. 16, No. 2, 2023
Journal ArticleScopus Q2Optimizing Decision Making on Business Processes Using Combination of Process Mining, Job Shop, and Multivariate Resource Clustering
Applied Computational Intelligence and Soft Computing, Vol. 2023, 2023
Journal ArticleScopus Q2Synonym Based Feature Expansion For Indonesian Hate Speech Detection
International Journal of Electrical and Computer Engineering, Vol. 13, No. 1, pp. 1105-1112, 2023
Journal ArticleScopus Q2Hybrid 1D-CNN and DNN Model for Classification Epileptic Seizure
International Journal of Intelligent Engineering and Systems, Vol. 16, No. 6, 2022
Journal ArticleScopus Q2ID2SBVR: A Method for Extracting Business Vocabulary and Rules from an Informal Document
Big Data and Cognitive Computing, Vol. 6, No. 4, pp. 119, 2022
Journal ArticleScopus Q2Sentiment Analysis User Regarding Hotel Reviews by Aspect Based Using LDA, Semantic Similarity, and SVM
International Journal of Intelligent Engineering and Systems, Vol. 15, No. 3, 2022
Journal ArticleScopus Q2Aspect-Based Sentiment Analysis of Financial Headlines Using Semantic Similarity and BiLSTM
International Journal of Intelligent Engineering and Systems, Vol. 15, No. 3, 2022
Journal ArticleScopus Q2Optimizing Cost of Sugarcane Logging and Transportation Using Iterative Fuzzy Inference System
International Journal of Intelligent Engineering and Systems, Vol. 15, No. 5, 2022
Journal ArticleScopus Q2Adaptive filter for detection outlier data on electronic nose signal
Sensing and Bio-Sensing Research, Vol. 36, pp. 100492, Jun 2022
Journal ArticleScopus Q2A New Approach for Detection of Viral Respiratory Infections Using E-nose Through Sweat from Armpit with Fully Connected Deep Network
International Journal of Intelligent Engineering and Systems, Vol. 15, No. 2, Apr 2022
Journal ArticleScopus Q2Modelling Service Quality of Internet Service Providers during COVID-19: The Customer Perspective Based on Twitter Dataset
Informatics, Vol. 9, No. 1, pp. 11, 2022
Journal ArticleScopus Q2COL1A1 and FGFR2 Single-Nucleotide Polymorphisms Found in Class II and III Skeletal Malocclusions in Javanese Population
European Journal of Dentistry, 2022
Journal ArticleScopus Q2Electronic Nose Signals for Analysing Similarity of Male and Female Axillary Odour to Food Material Aroma
International Journal of Intelligent Engineering and Systems, Vol. 15, No. 5, Jun 2022
Journal ArticleScopus Q2Molecular docking of polyether ether ketone and nano-hydroxyapatite as biomaterial candidates for orthodontic mini-implant fabrication
Journal of Pharmacy and Pharmacognosy Research, Vol. 10, No. 4, pp. 676, 2022
Journal ArticleScopus Q2Business Process Models Complexity Growth Analysis based on Scheduling Generated by Timetabling
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 6, 2021
Journal ArticleScopus Q2Ensemble Learning for Optimizing Classification of Pork Adulteration in Beef Based on Electronic Nose Dataset
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 4, Aug 2021
Journal ArticleScopus Q2Graph-Based Process Model Discovery for Mining Invisible Non-Prime Tasks in Hybrid Choice-Parallel Relationships
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 3, 2021
Journal ArticleScopus Q2Automatic Assessment of Technology Readiness Level Using LLDA-Helmholtz for Ranking University
International Journal on Advanced Science, Engineering and Information Technology, Vol. 11, No. 6, 2021
Journal ArticleScopus Q2Aspect-Based Sentiment Analysis for Sentence Types with Implicit Aspect and Explicit Opinion
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 5, 2021
Journal ArticleScopus Q2Aspect Based Sentiment Analysis for Explicit and Implicit Aspects in Restaurant Review
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 5, 2021
Journal ArticleScopus Q2Semantic Recommender System Based on Semantic Similarity Using FastText and Word Mover’s Distance
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 2, 2021
Journal ArticleScopus Q2Modeling Business Rule Parallelism by Introducing Inclusive and Complex Gateways in SBVR
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 1, 2021
Journal ArticleScopus Q2Pseudo-Relevance Feedback Combining Statistical and Semantic Term Extraction for Searching Arabic Documents
International Journal of Intelligent Engineering and Systems, Vol. 14, No. 5, 2021
Journal ArticleScopus Q2Developing Data Integrity in an Electronic Health Record System using Blockchain and IPFS (COVID-19 Data)
Emerging Science Journal, Vol. 4, 2020
Journal ArticleScopus Q2Electronic Nose for Detecting Multilevel Diabetes using Optimized Deep Neural Network
Engineering Letters, Vol. 28, No. 1, 2020
Journal ArticleScopus Q2Measuring Scalable Business Process Model Complexity Based on Basic Control Structure
International Journal of Intelligent Engineering and Systems, Vol. 13, No. 6, 2020
Journal ArticleScopus Q2Optimizing ML Parameters for Classifying the Sweetness of Pineapple Aroma Using Electronic Nose
International Journal of Intelligent Engineering and Systems, Vol. 13, No. 5, Oct 2020
Journal ArticleScopus Q2An Improved Method of Parallel Model Detection for Graph-Based Process Model Discovery
International Journal of Intelligent Engineering and Systems, Vol. 13, No. 2, 2020
Journal ArticleScopus Q2Optimizing Threshold Using Pearson Correlation for Selecting Features of Electronic Nose Signals
International Journal of Intelligent Engineering and Systems, Vol. 12, No. 6, Dec 2019
Journal ArticleScopus Q2Semantic Features for Optimizing Supervised Approach of Sentiment Analysis on Product Reviews
Computers, Vol. 8, No. 3, pp. 55, 2019
Journal ArticleScopus Q2Constructing Control-Flow Patterns Containing Invisible Task and Non-Free Choice Based on Declarative Model
International Journal of Innovative Computing, Information and Control, Vol. 14, No. 4, pp. 1285, 2018
Journal ArticleScopus Q2
Scopus Q3 (19)
Wasserstein Generative Adversarial Network with Gradient Penalty and Threshold-Enhanced for Imbalanced Panel Data for Financial Fraud Detection
Journal of Information and Communication Technology, Vol. 25, No. 1, Jan 2026
Journal ArticleScopus Q3Data of dwelling time process at container terminal: Multi-perspective based dataset
Data in Brief, Vol. 57, No. 4, pp. 110906, 2024
Journal ArticleScopus Q3Evaluating the impact of downsampling on 3D MRI images segmentation results based on similarity metrics
Indonesian Journal of Electrical Engineering and Computer Science, Vol. 35, No. 3, pp. 1590-1600, 2024
Journal ArticleScopus Q3Identification of chronic obstructive pulmonary disease using graph convolutional network in electronic nose
Indonesian Journal of Electrical Engineering and Computer Science, Vol. 34, No. 1, pp. 264-275, Apr 2024
Journal ArticleScopus Q3Single nucleotide polymorphism based on hypertension potential risk prediction using LSTM with Adam optimizer
Indonesian Journal of Electrical Engineering and Computer Science, Vol. 33, No. 2, pp. 1126-1139, Feb 2024
Journal ArticleScopus Q3Multi-Class Multi-Level Classification of Mental Health Disorders Based on Textual Data from Social Media
Journal of Information and Communication Technology, Vol. 23, No. 1, Jan 2024
Journal ArticleScopus Q3Assessment Of Genetic Parameters In Segregating Populations Of Sorghum
SABRAO Journal of Breeding and Genetics, Vol. 56, No. 5, Oct 2024
Journal ArticleScopus Q3Enhanced Salp Swarm Algorithm Based On CNN Optimization For Automatic Epilepsy Detection
Journal of Theoretical and Applied Information Technology, Vol. 100, No. 19, 2022
Journal ArticleScopus Q3Enhanced Gradient Boosting Machines Fusion for Automatic Epilepsy Detection
International Journal of Advanced Computer Science and Applications, Vol. 13, No. 7, 2022
Journal ArticleScopus Q3Electronic nose homogeneous data sets for beef quality classification and microbial population prediction
BMC Research Notes, Vol. 15, No. 1, Jul 2022
Journal ArticleScopus Q3VIM Line Technique for Determining the Ventral Intermediate Location
Turkish Neurosurgery, Vol. 31, No. 4, 2021
Journal ArticleScopus Q3Improved fuzzy miner algorithm for business process discovery
TELKOMNIKA, Vol. 19, No. 6, 2021
Journal ArticleScopus Q3Electronic nose dataset for pork adulteration in beef
Data in Brief, Vol. 32, Oct 2020
Journal ArticleScopus Q3Stereotactic aspiration of spontaneous intracerebral hematoma: Case series
International Journal of Surgery Case Reports, Vol. 72, 2020
Journal ArticleScopus Q3Vim line technique thalamotomy for Parkinson tremor: Case series
International Journal of Surgery Case Reports, Vol. 77, 2020
Journal ArticleScopus Q3A Survey of graph-based algorithms for discovering business processes
International Journal of Advances in Intelligent Informatics, Vol. 5, No. 2, 2019
Journal ArticleScopus Q3Recovering Truncated Streaming Event Log Using Coupled Hidden Markov Model
International Journal of Pattern Recognition and Artificial Intelligence, Vol. 33, No. 8, 2019
Journal ArticleScopus Q3Classification of music mood using MPEG-7 audio features and SVM with confidence interval
International Journal on Artificial Intelligence Tools, Vol. 27, No. 5, 2018
Journal ArticleScopus Q3Hierarchy Process Mining from Multi-Source Logs
TELKOMNIKA, Vol. 15, No. 4, 2017
Journal ArticleScopus Q3
IEEE Xplore (152)
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Conference PaperIEEE XploreCharis Fauzan, Riyanarto Sarno, Imam Machfud
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Conference PaperIEEE XploreExtracting Audit Trail Data of Port Container Terminal Process Mining
2019 International Conference on Information and Communications Technology (ICOIACT), 2019
Conference PaperIEEE XploreEnhanced Topic Modelling Using Dictionary For Questions and Answers Problem
2019
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