Directorate of Research and Community Service (DRPM)

Research output

Research output per year 1988 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 119987 Citations
• 125 h-index
• 4219 Article
• 3898 Conference contribution
• 2150 Conference article
• 121 Chapter
• 260 More
  • 117 Review article
  • 78 Editorial
  • 48 Paper
  • 13 Comment/debate
  • 2 Letter
  • 2 Short survey

Research output per year

Research output per year

Search results

• 2024

  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%

• 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 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%

• Adaptive Kalman Filter for Automated Actuator Fault Diagnosis in Unmanned Surface Vehicle

  Asfihani, T., Lutfiani, F. N. S. N., Syafi’i, A. M., Subchan, S. & Hasan, A., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 149-158 10 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

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

  • Kalman Filter 100%
  • Fault Diagnosis 100%
  • Actuator System 100%
  • Filtering Algorithm 33%
  • Monitoring Sensor 33%

• Aerobic Co-composting of Spent Mushroom Medium Using Food Waste Fermented Liquid

  Zailani, S. N., Zaidnuddin, A. S., Mokhtar, N. F., Zulaika, E., Shovitri, M., Kuswytasari, N. D., Hidayati, D. & Zabidi, K. A. A., 2024, Proceedings of the 3rd International Conference on Biomass Utilization and Sustainable Energy; ICoBiomasSE 2023 - Advancing Circular Economy Towards Academic-Industrial Sustainability. Ong, H. L., Yusof, S. J. H. M., Kasim, K. F., Gunny, A. A. N. & Othman, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 181-191 11 p. (Green Energy and Technology).

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

  • Composting 100%
  • Sludge 100%
  • Food Waste 100%
  • Microorganism 26%
  • Soil Inoculation 13%

• 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)

• A General Solution of Black–Scholes Equations on Some Rainbow Options

  Hakam, A., Putri, E. R. M. & Mardianto, L., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 177-189 13 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

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

  • Solution and Solubility 100%

• 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%

• A Mixed Integer Nonlinear Programming for Allocation Polyethylene Terephthalate (PET) Waste Management in Reverse Logistics Network

  Nuha, H., Siswanto, N. & Widodo, E., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 117-133 17 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

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

  • Logistics Network 100%
  • Reverse Logistics 100%
  • Polyethylene Terephthalate 100%
  • Management Process 16%
  • Numerical Example 16%

• A Model for Remanufacturing Process Planning Under Quality Loss and Emissions Constraint with Multi-graded of Incoming Cores

  Mustajib, M. I., Ciptomulyono, U. & Kurniati, N., 2024, Advances in Remanufacturing - Proceedings of the 7th International Workshop on Autonomous Remanufacturing. Fera, M., Macchiaroli, R., Caterino, M. & Pham, D. T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 403-419 17 p. (Lecture Notes in Mechanical Engineering).

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

  • Remanufacturing 100%
  • Process Planning 100%
  • Quality Loss 100%
  • Hydraulics 100%
  • Recovery Process 9%

• A Moving Average Genetic Algorithm (MA-GA) for Estimating the COVID-19 Dynamic Based on a Stochastic SIRD Model

  Putri, E. R. M., Widianto, A. E. W., Hakam, A., Tjahjono, V. R. & Susanto, H., 2024, Applied and Computational Mathematics - ICoMPAC 2023. Adzkiya, D. & Fahim, K. (eds.). Springer, p. 159-176 18 p. (Springer Proceedings in Mathematics and Statistics; vol. 455).

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

  • Genetic Algorithm 100%
  • COVID-19 28%
  • Solution and Solubility 14%
  • Dynamics 14%

• Amylose Isolation of Cassava Starch with the Combination of High Shear Mixer and Centrifugation Treatment to Improve the Quality of Resistant Starch Type 3 (RS-3) Products

  Fatimah, S., Hafied, M. A., Indiasih, P. A. Y., Airlangga, B., Rahmawati, Y., Roesyadi, A. & Sumarno, 2024, 4th International Seminar on Fundamental and Application of Chemical Engineering, ISFAChE 2022. Ni'mah, H., Wiguno, A., Tetrisyanda, R., Degreve, J., Shimada, M., Ju, Y.-H., Ahmad, A., Anugraha, R. P., Fahmi, F., Meka, W. & Rozy, M. I. F. (eds.). Trans Tech Publications Ltd, p. 13-19 7 p. (Advances in Science and Technology; vol. 138).

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

  • Starch 100%
  • Amylose 100%
  • Resistant Starch 100%
  • Carbohydrate Analysis 33%
  • Total Dietary Fibre 33%
  1 Citation (Scopus)

• 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 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 Provincial Road Damage Handling Priority in Singojuruh District, Banyuwangi Regency

  Utanaka, A., Budhi, W. S., Wari, W. N. & Widyastuti, H., 2024, Advances in Civil Engineering Materials - Selected Articles from the 7th International Conference on Architecture and Civil Engineering ICACE 2023. Nia, E. M. & Awang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-372 8 p. (Lecture Notes in Civil Engineering; vol. 466).

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

  • Road 100%
  • Construction Material 100%
  • Road Pavement 10%
  • Damage Level 10%
  • Traffic Volume 10%

• 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%

• 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 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%

• 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%

• A Review of Research Concepts and Trends of Coalition Optimal Solutions in Collaborative Decision

  Rahmi, A. A., Utomo, C. & Astarini, S. D., 2024, Advances in Civil Engineering Materials - Selected Articles from the 7th International Conference on Architecture and Civil Engineering ICACE 2023. Nia, E. M. & Awang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 129-137 9 p. (Lecture Notes in Civil Engineering; vol. 466).

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

  • Decision-Making 100%
  • Concept Research 100%
  • Decision Making 100%
  • Design Phase 100%
  • Design Process 33%

• A Review of Research Methods on Decision Support System Offshore Platform Decommissioning

  Sidiq, R. B., Silvianita & Utomo, C., 2024, Advances in Civil Engineering Materials - Selected Articles from the 7th International Conference on Architecture and Civil Engineering ICACE 2023. Nia, E. M. & Awang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-149 11 p. (Lecture Notes in Civil Engineering; vol. 466).

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

  • Offshore Platform 100%
  • Support System 100%
  • Offshore Oil 33%
  • Offshore Gas 33%

• Assessing Environmental Pollution and Noise Levels at End-of-Life Vehicle Recycling Centers: A Comparative Study

  Harun, Z., Akkurt, N., Hashim, H., Molla, A. H., Cahyadi, M. N. & Zuhal, L. R., 2024, 14th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2024. Institute of Electrical and Electronics Engineers Inc., p. 62-67 6 p. (14th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2024).

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

  • Recycling 100%
  • Environmental Pollution 100%
  • Monitoring System 50%
  • Pollution Control 50%
  • Pollutant Level 50%

• Assessing Road Users’ Willingness to Pay for Toll Road Usage: A Study on Travel Behavior in Indonesia

  Widyastuti, H., Baharini, I. N. & Prastyanto, C. A., 2024, Advances in Civil Engineering Materials - Selected Articles from the 7th International Conference on Architecture and Civil Engineering ICACE 2023. Nia, E. M. & Awang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 537-546 10 p. (Lecture Notes in Civil Engineering; vol. 466).

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

  • Road User 100%
  • Willingness-to-Pay 100%
  • Travel Behavior 100%
  • Indonesia 100%
  • Willingness to Pay 100%

• Assessing the Impact of Petroleum Sludge Ash on the Compressive Strength of Fly Ash-Palm Oil Clinker Geopolymer Mortar

  Ismail, A. H., Kusbiantoro, A. & Tajunnisa, Y., 2024, Proceedings of the 3rd International Civil Engineering and Architecture Conference - CEAC 2023. Casini, M. (ed.). Springer Science and Business Media Deutschland GmbH, p. 57-67 11 p. (Lecture Notes in Civil Engineering; vol. 389).

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

  • Palm Oil 100%
  • Sludge 100%
  • Cementitious 11%

• A Steganographic Approach Based on Pixel Blocks Differencing to Enhance the Quality of the Stego Image

  Zaini, A. F. R., De La Croix, N. J. & Ahmad, T., 2024, 2024 Conference on Information Communication Technology and Society, ICTAS 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 63-68 6 p. (2024 Conference on Information Communication Technology and Society, ICTAS 2024 - Proceedings).

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

  • stego image 100%
  • Superior Performance 50%
  • Visual Quality 50%
  • Confidential Data 50%
  • Unauthorized User 50%
  1 Citation (Scopus)

• Automated LiDAR-Based Dataset Labelling Method for Road Image Segmentation in Autonomous Vehicles

  Tantra, P. S., Dikairono, R., Kusuma, H., Muhtadin & Tasripan, 2024, 2024 International Conference on Green Energy, Computing and Sustainable Technology, GECOST 2024. Institute of Electrical and Electronics Engineers Inc., p. 82-86 5 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

  • Image Segmentation 100%
  • Autonomous Vehicles 100%
  • Surface (Surface Science) 100%
  • Creation Process 33%
  • Artificial Neural Networks 33%

• Batu Flash Flood Modeling Using HEC-HMS for Hydrological Prediction

  Teguh, N. A., Savitri, Y. R., Damarnegara, A. A. N. S., Maulana, M. A., Margini, N. F. & Lasminto, U., 2024, Advances in Civil Engineering Materials - Selected Articles from the 7th International Conference on Architecture and Civil Engineering ICACE 2023. Nia, E. M. & Awang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 821-835 15 p. (Lecture Notes in Civil Engineering; vol. 466).

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

  • Return Period 100%
  • Flash Flood 100%
  • Digital Elevation Model 33%
  • Satellite Imagery 16%
  • Cumulonimbus Clouds 16%

• Bot-Net Access Detection System Based on Deep Learning Algorithm in Hybrid-Cloud Infrastructure

  Variant Wahono, B. H., Esti Anggraini, R. N., Sarno, R., Haryono, A. T. & Septiyanto, A. F., 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

  • Cloud Infrastructure 100%
  • Hybrid Cloud 100%
  • Deep Learning Method 100%
  • Convolutional Neural Network 50%
  • Average Accuracy 25%

• Brute Force Detection System Based on Machine Learning Classifier Algorithm in Cloud-Based Infrastructure

  Wahono, B. H. V., Asfihani, Mahfud, I., Exshadi, B. Y. I. & 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. 939-943 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

  • Random Decision Forest 100%
  • Decision Trees 100%
  • Machine Learning 100%
  • Learning System 100%
  • Cloud Computing 100%

• Building a Movie Recommendation System Using Neo4j Graph Database: A Case Study of Netflix Movie Dataset

  Izdihar, A. H., Tsaniyah, N. D., Nurdini, F., Mufidah, B. R. & Rakhmawati, N. A., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 614-618 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

  • Case Study 100%
  • Netflix 100%
  • Similarities 100%
  • Machine Learning 100%
  • Nodes 50%

• Business Process Evaluation Validation of Prospective Education Scholarship Recipients on the Platform Be Ready to Use Failure Mode and Effect Analysis (FMEA)

  Cahyadi, F. & Rakhmawati, N. A., 2024, 2024 7th International Conference on Informatics and Computational Sciences, ICICoS 2024. Institute of Electrical and Electronics Engineers Inc., p. 245-249 5 p. (Proceedings - International Conference on Informatics and Computational Sciences).

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

  • Failure Modes and Effects Analysis 100%
  • Tuition Fee 100%
  • Reliability Availability and Maintainability (Reliability Engineering) 50%
  • Process Validation 50%
  • Network Connectivity 50%

• Clustering Approach for Modeling Course Difficulty Level in Adaptive Learning

  Imamah, Yuhana, U. L., Djunaidy, A., Pardede, E. & 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

  • Learning Materials 100%
  • Adaptive Learning 100%
  • clustering approach 100%
  • Difficulty Level 100%
  • Learning Experiences 25%

• CNN Modified Approach for Classifying Cardiomegaly Disease Based on CXR Image

  Heranurweni, S., Mardiyanto, R., Yuniarno, E. M., Nugroho, A. K. & Purnomo, M. H., 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. 575-580 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

  • Deep Learning Method 100%
  • Modification Method 16%

• Comparative Analysis of AC and DC Bus Power Efficiency for Electric Vehicle Charging Stations Using Equipment Power Input-Output Characteristics

  Asfani, D. A., Riawan, D. C., Difrianti, A., Fahmi, D., Prabowo, Sidartha, I., Wibawa, A., Hapsara, I. B., Sudaryono, Fayumi, F. A. H. & Putra, D. F. U., 23 Feb 2024, AIP Conference Proceedings. Setiawan, W., Anggono, A. D., Hidayati, N. & Kusban, M. (eds.). 1 ed. American Institute of Physics, 020028. (AIP Conference Proceedings; vol. 2838, no. 1).

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

  • Comparative Analysis 100%
  • Power Input 100%
  • EV Charging Station 100%
  • Direct Current 100%
  • Alternating Current 100%

• Comparative Analysis of Database Access Method Performance on Containerized Application

  Wahono, B. H. V., Asfihani & Yuhana, U. L., 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

  • Comparative Analysis 100%
  • Containerized Application 100%
  • Database Access Method 100%
  • Object-Relational Mapping 66%
  • Software Development 33%

• Comparative Study on Stock Price Forecasting Using Deep Learning Method Based on Combination Dataset

  Juwono, Y., Sarno, R., Anggraini, R. N. E., Haryono, A. T. & Septiyanto, A. F., 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

  • Feature Selection 100%
  • Historical Data 100%
  • Deep Learning Technique 100%
  • Feature Extraction 100%
  • Deep Learning Method 100%

• Comprehensive Application to Grow Calliandra calothyrsus by Using Cow Dung Biochar and Solid Waste from Silica Sand Purification on Critical Mining Land

  Susianti, B., Warmadewanthi, I. D. A. A. & Tangahu, B. V., 21 Feb 2024, AIP Conference Proceedings. Barlian, E., Dewata, I., Zainul, R., Yusoff, S. M. & Rahim, R. (eds.). 1 ed. American Institute of Physics, 030035. (AIP Conference Proceedings; vol. 3001, no. 1).

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

  • Biochar 100%
  • Solid Waste 100%
  • Microbial Activity 12%
  • Physical Method 12%
  • Biological Pest Control 12%

• Control System on Multi-Quadcopter Based Sliding Mode Control (SMC) - Extended Kalman Filter (EKF) to Generate Optimal Trajectory Tracking Stability

  Agustina, N. P. & Darwito, P. A., 2024, 2024 International Conference on Smart Computing, IoT and Machine Learning, SIML 2024. Institute of Electrical and Electronics Engineers Inc., p. 19-24 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

  • Control Systems 100%
  • Sliding Mode Control 100%
  • Optimal Trajectory 100%
  • Extended Kalman Filter 100%
  • Quadcopter 100%

• Copula-based Cox Regression to Modelling Bivariate Time-to-Event Data

  Mahara, D. O., Purnami, S. W. & Andari, S., 2 Feb 2024, Proceedings of the 2024 16th International Conference on Machine Learning and Computing, ICMLC 2024. Association for Computing Machinery, p. 658-664 7 p. (ACM International Conference Proceeding Series).

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

  • Bivariate 100%
  • Proportional Hazards Model 100%
  • Copula 100%
  • Survival Model 20%
  • Covariate 20%

• Cost integrated value stream to optimize production cost of high-frequency welding steel pipe

  Singgih, M. L., Ginting, Y. N. & Harianto, S., 18 Jan 2024, AIP Conference Proceedings. Wahjudi, D., Pratomo, H. P. S., Soegihardjo, O., Sutrisno, T., Halim, S., Sutapa, I. N. & Sahputra, I. H. (eds.). 1 ed. American Institute of Physics Inc., 020004. (AIP Conference Proceedings; vol. 2951, no. 1).

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

  Open Access

  • Product Quality 100%
  • Steel Pipe 100%
  • High-Frequency Welding 100%
  • Production System 100%
  • Production Costs 100%

• Creating A Patient Data Redundancy Detection Model using Deep Learning Methods

  Widodo, P. W. & Rakhmawati, N. A., 2024, 2024 7th International Conference on Informatics and Computational Sciences, ICICoS 2024. Institute of Electrical and Electronics Engineers Inc., p. 262-266 5 p. (Proceedings - International Conference on Informatics and Computational Sciences).

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

  • Data Redundancy 100%
  • Deep Learning Method 100%
  • Patient Coding 100%
  • Recurrent Neural Network 66%
  • Solution and Solubility 50%

• Criteria of Low Embodied Energy Material Selection for Sustainable Building Design

  Rahmawati, Y., Syafutri, R., Pratami, A. K., Suryabrata, J. A., Utomo, C. & Aqsha, 2024, Proceedings of the International Conference on Emerging Smart Cities, ICESC 2022. Mohammed, B. S., Min, T. H., Sutanto, M. H., Joewono, T. B. & As’ad, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-374 10 p. (Lecture Notes in Civil Engineering; vol. 324).

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

  • Embodied Energy 100%
  • Sustainable Building 100%
  • Architectural Design 100%
  • Energy Materials 100%
  • Material Selection 100%

• Daily Power Consumption Plan Derivation via the Monte Carlo-Based Regression Tree Algorithm

  Hoendarto, G., Saikhu, A. & Ginardi, R. V. H., 26 Apr 2024, ICCAI 2024 - Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence. Association for Computing Machinery, p. 404-408 5 p. (ACM International Conference Proceeding Series).

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

  • Tree Algorithm 100%
  • Power Consumption 100%
  • Regression Tree 100%
  • Electric Power Utilization 100%
  • Electricity Consumption 100%

• Deep Feature Extraction of Pap Smear Images Based on Convolutional Neural Network and Vision Transformer for Cervical Cancer Classification

  Sholik, M., Fatichah, C. & Amaliah, B., 2024, Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2024. Institute of Electrical and Electronics Engineers Inc., p. 290-296 7 p. (Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2024).

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

  • Support Vector Machine 100%
  • Deep Feature 100%
  • Vision Transformer 100%
  • Convolutional Neural Network 100%
  • Feature Extraction 100%

• Design and Implementation of Passive Autofocus Control System for Contrast Detection in Tuberculosis Microscopy Images

  Yuniarti, H., Fatichah, C., Sigit, R. & Aminata, A. F., 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. 189-194 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

  • Autofocus 100%
  • Horizontal Positioning 33%

• Design of Brain Tumor Detection System on MRI Image Using CNN

  Ardan, I. S. & Indraswari, R., 2024, 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems, ICETSIS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1388-1393 6 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

  • Magnetic Resonance Imaging 100%
  • Neural Network 100%
  • Intracranial Tumor 100%
  • Magnetic Resonance Imaging of Brain 12%
  • Brain Cancer 12%
  1 Citation (Scopus)

• Detection and Counting Bacilli Tuberculosis Images using Classical Image Processing and Deep Learning

  Yuniarti, H., Fatichah, C. & Sigit, R., 21 Jun 2024, CCCAI 2024 - Conference Proceedings: 2024 2nd International Conference on Communications, Computing and Artificial Intelligence. Association for Computing Machinery, p. 47-52 6 p. (ACM International Conference Proceeding Series).

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

  • Image Processing 100%
  • Deep Learning Method 100%
  • Morphology 100%
  • Image Processing Method 20%
  • Image Analysis 20%
  1 Citation (Scopus)

• Detection of Series AC Arc Fault Based on Continuous Wavelet Transform and Artificial Neural Network under Voltage Variation Disturbances

  Anggriawan, D. O., Priyadi, A., Pujiantara, M. & Purnomo, M. H., 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. 49-53 5 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

  • Arc Fault 100%
  • Artificial Neural Network 100%
  • Wavelet Analysis 100%
  • Fault detection 33%
  • Voltage Sag 16%

• DEVELOPMENT MODEL OF THE LINE III WAREHOUSE NETWORK STRUCTURE MODEL IN THE EAST JAVA REGION OF PETROKIMIA GRESIK

  Kusuma, I. P., Suryani, E. & Siswanto, N., 2024, International Conference on Medical Imaging, Electronic Imaging, Information Technologies, and Sensors, MIEITS 2024. Jaiswal, J. (ed.). SPIE, 131880O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13188).

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

  • Transport 100%
  • Development Model 100%
  • Agriculture 100%
  • Self-Sufficiency 100%
  • Restructuring 100%