Faculty of Intelligent Electrical and Informatics Technology

Research output

Research output per year 1987 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 34036 Citations
• 66 h-index
• 2319 Conference contribution
• 1287 Article
• 345 Conference article
• 34 Editorial
• 50 More
  • 22 Paper
  • 14 Review article
  • 11 Chapter
  • 2 Short survey
  • 1 Comment/debate

Research output per year

Research output per year

Search results

• 2025

  Comparative Analysis of YOLO-Based Object Detection Models for Peritoneal Carcinomatosis

  Rochmawati, N., Fatichah, C., Amaliah, B., Raharjo, A. B., Dumont, F., Thibaudeau, E. & Dumas, C., 2025, Advances in Computing and Data Sciences - 8th International Conference, ICACDS 2024, Revised Selected Papers. Singh, M., Tyagi, V., Gupta, P. K., Flusser, J., Ören, T., Cherif, A. R. & Tomar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 93-104 12 p. (Communications in Computer and Information Science; vol. 2194 CCIS).

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

  • Abdominal Cavity 100%

• Influence of metal particles shape on direct current voltage electric properties of nanofluids

  Fahmi, D., Akbar, M. F., Negara, I. M. Y., Hernanda, I. G. N. S., Asfani, D. A., Zaidan, R. A. & Fadhilah, A., Feb 2025, In: International Journal of Electrical and Computer Engineering. 15, 1, p. 56-66 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Nanofluid 100%
  • Direct Current 100%
  • Particle Shape 100%
  • Nanoparticle 100%
  • Dielectrics 66%

• Time-dependent reliability computation of system with multistate components

  Bilfaqih, Y., Qomarudin, M. N. & Sahal, M., 15 Feb 2025, In: Applied Mathematics and Computation. 487, 129082.

  Research output: Contribution to journal › Article › peer-review

  • Matrix 100%
  • Similarity Transformation 66%
  • Geometric Distribution 66%
  • Jordan Canonical Form 66%
  • Component Lifetime 33%
• 2024

  3D SLAM Using Voxel Grid Filter on Wheeled Mobile Robot

  Rabbani Nurhadi, A., Eka Nugraha, Y., Agustinah, T. & Charles Maynad, V., 2024, 2024 International Conference on Data Science and Its Applications, ICoDSA 2024. Institute of Electrical and Electronics Engineers Inc., p. 567-572 6 p. (2024 International Conference on Data Science and Its Applications, ICoDSA 2024).

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

  • Simulation Result 100%
  • Mobile Robot 100%
  • Robot 100%
  • Point Cloud 100%
  • Computation Time 100%

• Accelerating real-time deterministic discovery through single instruction multiple data graphical processor unit for executing distributed event logs

  Fauzan, H., Sarno, R. & Saikhu, A., Aug 2024, In: International Journal of Electrical and Computer Engineering. 14, 4, p. 4214-4227 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Single Instruction Multiple Data 100%
  • Central Processing Unit 100%
  • Parallelism 75%
  • Process Mining 50%
  • Process Discovery 50%

• A Classroom Usage Monitoring System with Image Detection for Student Attendance

  Hidayat, D. B., Nugraha, B. M., Andhika Ditya Bagaskara, D., Widyadhana, D. P., Purwitasari, D. & Purnama, I. K. E., 2024, 2024 2nd International Conference on Software Engineering and Information Technology, ICoSEIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 7-12 6 p. (2024 2nd International Conference on Software Engineering and Information Technology, ICoSEIT 2024).

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

  • Usage Monitoring 100%
  • Monitoring System 100%
  • Pre-Trained Model 66%
  • Learning Process 33%
  • Active Learning 33%
  1 Citation (Scopus)

• A Comparative Performance Analysis and Cost Efficiency between AWS and GCP Services in Cloud-Based Software Development

  Arrizki, D. J., Kosim, S. A. & Yuhana, U. L., 2024, 2024 2nd International Conference on Software Engineering and Information Technology, ICoSEIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 149-154 6 p. (2024 2nd International Conference on Software Engineering and Information Technology, ICoSEIT 2024).

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

  • Software Development 100%
  • Amazon Web Services 100%
  • Cloud Platform 100%
  • Performance Analysis 100%
  • Cost Efficiency 100%

• A Comparative Study of Federated Learning Methods for Face Recognition on Non-IID Dataset

  Nusa, S., Juwono, Y., Ma'Rufah, L., Armawan, I. & Shiddiqi, A. M., 2024, International Conference on Artificial Intelligence and Mechatronics System, AIMS 2024. Institute of Electrical and Electronics Engineers Inc., (International Conference on Artificial Intelligence and Mechatronics System, AIMS 2024).

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

  • Face Recognition 100%
  • Federated Learning 100%
  • Differential Privacy 40%
  • Model Accuracy 20%
  • Deep Learning Method 20%

• A comparison of meta-heuristic and hyper-heuristic algorithms in solving an urban transit routing problems

  Muklason, A., Ahlan Robbani, S. R., Riksakomara, E. & Premananda, I. G. A., Sept 2024, In: IAES International Journal of Artificial Intelligence. 13, 3, p. 2923-2933 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hyper-Heuristic 100%
  • Heuristic Algorithm 100%
  • Routing Problem 100%
  • Heuristic Method 62%
  • Optimization Problem 12%

• A Comparison of VGG Architecture Convolutional Layers in Migrating Batik Style into Fractal Shape

  Lifindra, B. H., Herumurti, D. & Yuniarti, A., 2024, 2024 International Conference on Smart Computing, IoT and Machine Learning, SIML 2024. Institute of Electrical and Electronics Engineers Inc., p. 268-273 6 p. (2024 International Conference on Smart Computing, IoT and Machine Learning, SIML 2024).

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

  • VGG-19 Convolutional Neural Network 100%
  • Convolutional Layer 100%
  • Neural Network 100%
  • Image Processing 100%
  • Postprocessing Method 66%

• A Comprehensive Review on How Cyber Risk Will Affect the Use of Fintech

  Idayani, R. W., Nadlifatin, R., Subriadi, A. P. & Gumasing, J. J., 2024, In: Procedia Computer Science. 234, p. 1356-1363 8 p.

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

  Open Access

  • User Acceptance 100%
  • Everyday Life 100%
  • Comprehensive Review 100%
  • Failure Modes and Effects Analysis 100%
  • Fintech 100%
  1 Citation (Scopus)

• A Context-based Question Selection Model to Support the Adaptive Assessment of Learning: A study of online learning assessment in elementary schools in Indonesia

  Yuhana, U. L., Yuniarno, E. M., Rahayu, W. & Pardede, E., Jun 2024, In: Education and Information Technologies. 29, 8, p. 9517-9540 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Online Learning Environment 100%
  • Electronic Learning 100%
  • Model Selection 100%
  • Primary Schools 100%
  • Learning Experiences 50%

• Adaptive Learning Modified Great Deluge Hyper-Heuristics

  Hutama, R. R. & Muklason, A., 2024, In: International Journal of Computing. 23, 2, p. 287-293 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Adaptive Learning 100%
  • Hyper-Heuristic 100%
  • Hill Climbing 50%
  • Comparative Analysis 25%

• ADOPTING GREEN INNOVATION IN TOURISM SMES: INTEGRATING PRO-ENVIRONMENTAL PLANNED BEHAVIOR AND TOE MODEL

  Durman, T. Y. & Nadlifatin, R., 2024, In: Interdisciplinary Journal of Information, Knowledge, and Management. 19, 29.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Perceived Behavioral Control 100%
  • Theory of Planned Behavior 100%
  • Environment Model 100%
  • Leadership Theory 9%
  • Environmental Challenge 9%

• Advancing Carbon Stock Estimation and 3D Tree Modeling: Harnessing the Potential of Low-Cost Backpack LiDAR Technology

  Prasetyo, W. E., Handayani, H. H., Raharjo, A. B. & Saptarini, D., 2024, In: IOP Conference Series: Earth and Environmental Science. 1406, 1, 012013.

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

  Open Access

  • Vegetation Structure 100%
  • Global Carbon Cycle 100%
  • Climate Change Policy 100%
  • Carbon Cycle 20%

• Advancing Non-Cuff Hypertension Detection: Leveraging 1D Convolutional Neural Network and Time Domain Physiological Signals

  Nuryani, N., Utomo, T. P., Prabowo, N. A., Aripriharta, Yazid, M. & Yunianto, M., 15 Mar 2024, In: International journal of online and biomedical engineering. 20, 5, p. 78-100 23 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Time Domain 100%
  • Network Domain 100%
  • Convolutional Neural Network 100%
  • Physiological Signal 100%
  • Early Detection 66%

• A dynamic simulation model to improve the livability of transportation systems

  Suryani, E., Hendrawan, R. A., Adipraja, P. F. E., Widodo, B., Chou, S. Y. & Az-Zahra, A., 2024, (Accepted/In press) In: Public Transport.

  Research output: Contribution to journal › Article › peer-review

  • Land Use 100%
  • Simulation Model 100%
  • Feedback Loop 100%
  • Air Pollution 100%
  • Dynamic Simulation 100%

• AFAR-YOLO: An Adaptive YOLO Object Detection Framework

  Irham, A., Kurniadi, Yuliandari, K., Fahreza, F. M. A., Riyadi, D. & Shiddiqi, A. M., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 594-598 5 p. (2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024).

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

  • Reliability Availability and Maintainability (Reliability Engineering) 100%
  • Object Detection 100%
  • Industrial Sector 50%
  • Fire Detection 50%
  • Resource Usage 50%
  1 Citation (Scopus)

• Age and Sex Prediction from Cervical Vertebrae Cephalogram Image Using Convolutional Neural Network Model

  Yudhantorro, B. A., Vinarti, R. A., Handayani, V. W., Anggraeni, W. & Muklason, A., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 740-745 6 p.

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

  • Cervical Vertebra 100%
  • Reduce Radiation Exposure 50%
  • Fair Comparison 50%
  • Neck 20%

• A Hybrid Controlling Parameters of Power System Stabilizer and Virtual Inertia Using Harris Hawk Optimizer in Interconnected Renewable Power Systems

  Almas Prakasa, M., Robandi, I., Nishimura, R. & Ruswandi Djalal, M., 2024, In: IEEE Access. 12, p. 76219-76243 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Power Engineering 100%
  • Stabilizer 100%
  • Renewables 100%
  • Renewable Energy Source 36%
  • Curve Analysis 9%
  4 Citations (Scopus)

• A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting

  Anggraeni, W., Yuniarno, E. M., Rachmadi, R. F., Sumpeno, S., Pujiadi, P., Sugiyanto, S., Santoso, J. & Purnomo, M. H., 1 Mar 2024, In: Expert Systems with Applications. 237, 121438.

  Research output: Contribution to journal › Article › peer-review

  • Particle Swarm Optimization 100%
  • empirical mode decomposition 100%
  • Neural Network 100%
  • Time Series Data 100%
  • Data Series 100%
  14 Citations (Scopus)

• Alternative solutions for subsidized fertilizer distribution in South Sulawesi: A system thinking approach

  Auliyah, A. I. & Suryani, E., 29 Jan 2024, AIP Conference Proceedings. Amrillah, T., Prihandana, G. S., Prastio, R. P., Megantoro, P. & Fahmiyah, I. (eds.). 1 ed. American Institute of Physics Inc., 040003. (AIP Conference Proceedings; vol. 3047, no. 1).

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

  Open Access

  • Agricultural Sector 100%
  • Crop Yield 100%
  • Agricultural Production 100%
  • Population Growth 100%
  • Arable Land 100%

• An Adaptive String Interconnection Technique for Reconfiguration Optimization of PV Farm under Partially Shading Condition

  Wirateruna, E. S., Ashari, M. & Riawan, D. C., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 763-768 6 p.

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

  • Partial Shading 100%
  • Output Power 100%
  • Reconfiguration 100%
  • Parallel Connection 100%
  • Power Loss 33%

• Analysis of Acceptance of The National Industrial Information System Using The Unified Theory of Acceptance And Use of Technology (UTAUT) Method

  Nuraini, F. A., Wibawa, A. D. & Mukti, P. H., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 675-680 6 p.

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

  • Information Technology 100%
  • Square Method 100%
  • Integrated System 100%
  • Performance Variable 100%
  • Least Square 100%

• Analysis of Anomaly with Machine Learning Based Model for Detecting HTTP DDoS Attack

  Adila, R., Nusantara, A. B., Rachman Putra, M. A. & Ahmad, T., 2024, 2024 International Conference on Green Energy, Computing and Sustainable Technology, GECOST 2024. Institute of Electrical and Electronics Engineers Inc., p. 398-403 6 p. (2024 International Conference on Green Energy, Computing and Sustainable Technology, GECOST 2024).

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

  • Hypertext 100%
  • Distributed Denial of Service Attack 100%
  • Machine Learning 100%
  • Learning System 100%
  • Random Decision Forest 50%

• Analysis of Image Enhancement Techniques in 6D Pose Estimation Approaches using RGB Images on Occluded Multiple Objects

  Nugroho, B., Suciati, N. & Fatichah, C., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 7-12 6 p.

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

  • Image Enhancement 100%
  • RGB Image 100%
  • Pose Estimation 100%
  • Experimental Result 66%
  • Preprocessing Stage 33%

• Analysis of Large Capacity Reversible Data Hiding for ECG Using PEE and Regression

  Gautama, P. T. W. & Ahmad, T., 2024, 2024 International Conference on Green Energy, Computing and Sustainable Technology, GECOST 2024. Institute of Electrical and Electronics Engineers Inc., p. 392-397 6 p. (2024 International Conference on Green Energy, Computing and Sustainable Technology, GECOST 2024).

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

  • Data Hiding 100%
  • Noise-to-Signal Ratio 50%
  • Information Storage 50%
  • Data Security 50%
  • secret data 50%
  1 Citation (Scopus)

• Analysis of Optimization Techniques in 6D Pose Estimation Approaches using RGB Images on Multiple Objects with Occlusion

  Nugroho, B., Suciati, N. & Fatichah, C., 2024, In: Procedia Computer Science. 234, p. 1689-1696 8 p.

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

  Open Access

  • Pose Estimation 100%
  • Optimization Technique 100%
  • RGB Image 100%
  • Deep Learning Method 100%
  • Experimental Result 50%

• Analysis of the Impact of Renewable Energy Penetration on Power Quality in Buton Island

  Rifaldi, S., Aryani, N. K. & Penangsang, O., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 787-792 6 p.

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

  • Electronic Circuit 100%
  • Power Transient 16%
  • Conventional Power Plant 16%

• Analysis of the Role of the Use of Social Media and Emotions in Risk Perception and Prevention Behavior of Covid-19 Using the Preventive Behavior Model

  Purtiwi, R. G. C., Artwodini, F. & Nadlifatin, R., 2024, In: Procedia Computer Science. 234, p. 1145-1153 9 p.

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

  Open Access

  • Risk Perception 100%
  • Social Emotion 100%
  • Negative Emotion 50%
  • Media Influence 50%

• Analysis of Weight-Based Voting Classifier for Intrusion Detection System

  Hasanah, M., Putri, R. A., Aidie, M., Putra, R. & Ahmad, T., 2024, In: International Journal of Intelligent Engineering and Systems. 17, 2, p. 190-200 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Intrusion Detection System 100%
  • Cybercrime 100%
  • Malware 100%
  • Feature Selection 50%
  • Random Decision Forest 50%
  1 Citation (Scopus)

• An Approach Sensory Analysis Using Targeted Sensors in Electronic Nose for Assessing Green Tea Quality

  Handayani, R., Sarno, R., Rahman Wijaya, D., Sungkono, K. R. & Kristiyanto, D. Y., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 746-751 6 p.

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

  • Sensory Analysis 100%
  • Volatile Aroma Compounds 50%

• An artificial intelligence-based tool for student-generated question

  Anistyasari, Y., Ekohariadi, Yani, M. T., Wiriawan, O. & Hidayati, S. C., 24 Apr 2024, In: E3S Web of Conferences. 513, 02003.

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

  Open Access

  • Question Generation 100%
  • Artificial Intelligence 100%
  • Electronic Learning 100%
  • Technological Change 100%
  • Formal Education 100%
  1 Citation (Scopus)

• Android Malware Classification Using Gain Ratio and Ensembled Machine Learning

  Ansori, D. B., Slamet, J., Ghufron, M. Z., Putra, M. A. R. & Ahmad, T., Feb 2024, In: International Journal of Safety and Security Engineering. 14, 1, p. 259-266 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Android 100%
  • Android Malware 100%
  • Machine Learning 100%
  • Learning System 100%
  • Feature Selection 75%
  1 Citation (Scopus)

• An EEG Pattern Depicting the Attention of Customers while Viewing Video Advertisements

  Rais, Y., Wibawa, A. D. & Wulandari, D. P., 2024, 2024 7th International Conference on Informatics and Computational Sciences, ICICoS 2024. Institute of Electrical and Electronics Engineers Inc., p. 353-358 6 p. (Proceedings - International Conference on Informatics and Computational Sciences).

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

  • Visual Stimuli 100%
  • Cognitive Process 100%
  • Electroencephalogram 100%
  • Cognitive Engagement 50%
  • Gathering Data 50%

• A New Approach of Botnet Activity Detection Models Using Combination of Univariate and ANOVA Feature Selection Techniques

  Hostiadi, D. P., Ahmad, T., Putra, M. A. R., Pradipta, G. A., Ayu, P. D. W. & Liandana, M., 2024, In: International Journal of Intelligent Engineering and Systems. 17, 3, p. 485-502 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Feature Selection 100%
  • Botnet Activity 100%
  • Feature Extraction 100%
  • Malware 66%
  • Classification Models 50%
  1 Citation (Scopus)

• A New Scheme of Harris Hawk Optimizer With Memory Saving Strategy (HHO-MSS) for Controlling Parameters of Power System Stabilizer and Virtual Inertia in Renewable Microgrid Power System

  Almas Prakasa, M., Robandi, I., Nishimura, R. & Ruswandi Djalal, M., 2024, In: IEEE Access. 12, p. 73849-73878 30 p., 10491196.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Power Engineering 100%
  • Stabilizer 100%
  • Microgrid 100%
  • Renewables 100%
  • Energy Systems 22%
  6 Citations (Scopus)

• An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition

  Baso, N. F., Suryoatmojo, H., Fahmi, D. & Windarko, N. A., 2024, 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding. Yunanto, A. A., Ramadhani, A. D., Prayogi, Y. R., Putra, P. A. M., Rahmawati, W. M., Rusli, M. R., Humaira, F. M., Nadziroh, F., Sa'adah, N., Muna, N. & Rizki, A. B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 54-59 6 p. (2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding).

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

  • Tracking Method 100%
  • Metaheuristic Algorithm 100%
  • Tracking Technique 100%
  • Tracking Algorithm 100%
  • System Operation 100%

• A Novel Approach to Remote Detection in Medical Radar Applications Using Flexible Transmit Array Lenses

  Asyari, R. A. I., Lee, K. Y., Arif, R. E., Horng, T. S. J. & Teichmann, D., 1 Mar 2024, In: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology. 8, 1, p. 36-50 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radar Systems 100%
  • Real Time 100%
  • Monitoring System 100%
  • Electromagnetism 100%
  • Research and Development 100%
  1 Citation (Scopus)

• A Novel Hierarchical Training Architecture for Siamese Sequential Network-LSTM Based Fauld Kinship Recognition for the Microexpression of Indonesian Faces

  Fibriani, I., Yuniarno, E. M., Mardiyanto, R. & Purnomo, M. H., 2024, CIVEMSA 2024 - IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (CIVEMSA 2024 - IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Proceedings).

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

  • facial image 100%
  • Lstm 100%
  • Long Short-Term Memory Network 50%
  • Transfer Learning 50%
  • Underlying Assumption 50%

• A Novel Horse Herd Optimization Algorithm for Optimal Economic Dispatch in Sulbagsel Electricity System

  Hasanah, R. N., Robandi, I., Syafaruddin, Guntur, H. L., Lystianingrum, V., Djalal, M. R., Prakasa, M. A. & Himawari, W., 2024, In: International Journal of Intelligent Engineering and Systems. 17, 6, p. 1059-1069 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Generation Cost 100%
  • Electricity System 100%
  • Economic Dispatch 100%
  • Particle Swarm Optimization 66%
  • Swarm Intelligence 66%

• A NOVEL MODIFIED OSPREY OPTIMIZATION ALGORITHM FOR TUNING DROOP CONTROL PARAMETERS IN DC MICROGRID

  Aribowo, W., Suryoatmojo, H. & Pamuji, F. A., Aug 2024, In: International Journal of Innovative Computing, Information and Control. 20, 4, p. 1105-1124 20 p.

  Research output: Contribution to journal › Article › peer-review

  • DC Microgrid 100%
  • Droop Speed Control 100%
  • Droop Control Parameter 100%
  • Simulation Result 33%
  • Hybrid Approach 33%

• A Novel Stacking Ensemble Learning Approach for Emotion Detection in Audio-to-Text Transcriptions

  Hidayati, S. C., Subhan, M. & Anistyasari, Y., 2024, 2024 International Seminar on Intelligent Technology and Its Applications: Collaborative Innovation: A Bridging from Academia to Industry towards Sustainable Strategic Partnership, ISITIA 2024 - Proceeding. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 512-517 6 p.

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

  • Emotion Detection 100%
  • Ensemble Learning 100%
  • Learning Approach 100%
  • Natural Language Processing 100%
  • Testing and Validation 100%

• Application of the Group Method of Data Handling Network in Intermittent Time Series Data Forecasting

  Anggraeni, W., Firda, Z., Sumpeno, S. & Ali, A. H. N., 2024, In: Procedia Computer Science. 234, p. 1807-1816 10 p.

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

  Open Access

  • Nonlinear 100%
  • Time Series Data 100%
  • Actual Data 100%
  • Mean Deviation 100%
  • Coefficient Group 100%

• Applying artificial neural network on heart rate variability and electroencephalogram signals to determine stress

  Gondowijoyo, S. M., Setiawan, R. & Hikmah, N. F., Aug 2024, In: Telkomnika (Telecommunication Computing Electronics and Control). 22, 4, p. 910-920 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Classification Method 100%
  • Frequency Domain 100%
  • Artificial Neural Network 100%
  • Heart Rate Variability 100%
  • Electroencephalogram 100%
  1 Citation (Scopus)

• Applying YOLO Model in iCAR for Multi-Detection: Object Detection and Hand Gesture Recognition

  Setyaji, R. T., Dikairono, R. & Mujiono, T., 2024, 5th Technology Innovation Management and Engineering Science International Conference, TIMES-iCON 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (5th Technology Innovation Management and Engineering Science International Conference, TIMES-iCON 2024 - Proceedings).

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

  • Object Detection 100%
  • Computer Vision Technology 100%
  • hand gesture recognition 100%
  • Autonomous Vehicles 50%
  • Access Control 50%

• Approaches to Identifying Data Quality Issues: The Role of the Data Broker

  Wibisono, A., Sammon, D. & Heavin, C., 2024, In: Information Systems Management. 41, 3, p. 226-237 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Data Quality Issue 100%
  • Data Consistency 25%

• A Proposed Model for Embedding Risk Proportion in Software Development Effort Estimation

  Dewi, R. S. & Dharmawan, Y. S., 2024, In: Procedia Computer Science. 234, p. 1777-1784 8 p.

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

  Open Access

  • Software Development 100%
  • Software Development Effort Estimation 100%
  • Development Project 100%
  • Software Project 33%
  • Development Team 33%

• A Review of Creative Innovation Network and Creative Collaboration Process

  Budiman, A., Rakhmawati, N. A. & Purwitasari, D., 2024, In: Procedia Computer Science. 234, p. 622-627 6 p.

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

  Open Access

  • Systematic Review 100%
  • Activity Theory 100%
  • Complexity Theory 100%
  • Social Learning Theory 100%
  • Creativity Theory 100%

• A Scheme Based on Convolutional Neural Network and Fuzzy Logic to Identify the Location of Possible Secret Data in a Digital Image

  De La Croix, N. J. & Ahmad, T., 2024, In: International Journal on Engineering Applications. 12, 1, p. 1-14 14 p.

  Research output: Contribution to journal › Article › peer-review

  • secret data 100%
  • Convolutional Neural Network 100%
  • Fuzzy Mathematics 100%
  • Evaluation Metric 33%
  • Superior Performance 33%
  2 Citations (Scopus)