# Dr. Ir. Ingrid Nurtanio, MT URL kanonis: https://discover.unhas.ac.id/researchers/ingrid-nurtanio Afiliasi: Faculty of Engineering, Universitas Hasanuddin ## Identifier - ORCID: https://orcid.org/0000-0002-3053-4201 - Scopus Author ID: 55746722900 ## Metrik Kinerja - h-index: 10 - h5-index: 7 - Total citations: 421 - Total publications: 99 ## Publikasi Paling Banyak Dikutip 1. Classifying cyst and tumor lesion using Support Vector Machine based on dental panoramic images texture features (2013) · Iaeng International Journal of Computer Science — 42 citations 2. Classification on passion fruit's ripeness using K-means clustering and artificial neural network (2018) · 2018 International Conference on Information and Communications Technology Icoiact 2018 — 37 citations · https://doi.org/10.1109/ICOIACT.2018.8350728 3. Disease Classification based on Dermoscopic Skin Images Using Convolutional Neural Network in Teledermatology System (2019) · 2019 International Conference on Computer Engineering Network and Intelligent Multimedia Cenim 2019 Proceeding — 23 citations · https://doi.org/10.1109/CENIM48368.2019.8973303 4. Chaos-based image encryption using Arnold's cat map confusion and Henon map diffusion (2021) · Advances in Science Technology and Engineering Systems — 21 citations · https://doi.org/10.25046/aj060136 5. Vgg-16 and Vgg-19 Architecture Models in Lie Detection Using Image Processing (2022) · Proceeding 6th International Conference on Information Technology Information Systems and Electrical Engineering Applying Data Sciences and Artificial Intelligence Technologies for Environmental Sustainability Icitisee 2022 — 18 citations · https://doi.org/10.1109/ICITISEE57756.2022.10057748 6. Enhancing photocatalytic performance of iron-doped TiO2 nanoparticles: Effects of annealing temperature on anatase-rutile mixed phase structure (2024) · Materials Chemistry and Physics — 16 citations · https://doi.org/10.1016/j.matchemphys.2024.129464 7. Blob modification in counting vehicles using gaussian mixture models under heavy traffic (2015) · Arpn Journal of Engineering and Applied Sciences — 16 citations 8. A Deep Learning Approach for Stress Detection Through Speech with Audio Feature Analysis (2022) · Proceeding 6th International Conference on Information Technology Information Systems and Electrical Engineering Applying Data Sciences and Artificial Intelligence Technologies for Environmental Sustainability Icitisee 2022 — 15 citations · https://doi.org/10.1109/ICITISEE57756.2022.10057845 9. The development of machine vision system for sorting passion fruit using Multi-Class Support Vector Machine (2018) · Journal of Engineering Science and Technology Review — 13 citations · https://doi.org/10.25103/jestr.115.23 10. Image Caption Generation Through the Integration of CNN-Based Residual Network Architectures and LSTM (2024) · Proceedings International Conference on Informatics and Computational Sciences — 10 citations · https://doi.org/10.1109/ICICoS62600.2024.10636926 ## Publikasi Terbaru - Improving the Performance of Voice Lie Detection Using Mel Frequency Cepstral Coefficients and Long Short Term Memory Models (2026) · Journal of Advanced Computational Intelligence and Intelligent Informatics · https://discover.unhas.ac.id/publications/improving-the-performance-of-voice-lie-detection-using-mel-frequency-cepstral-co - IMPROVING LIE DETECTION PERFORMANCE USING ATTENTION IN CONVOLUTIONAL NEURAL NETWORK (2025) · Icic Express Letters Part B Applications · https://discover.unhas.ac.id/publications/improving-lie-detection-performance-using-attention-in-convolutional-neural-netw - Perfume Classification Using a Low-Cost Electronic Nose with Isolation Forest and Linear Discriminant Analysis (2025) · 2025 IEEE International Conference on Artificial Intelligence and Mechatronics Systems Aims 2025 · https://discover.unhas.ac.id/publications/perfume-classification-using-a-low-cost-electronic-nose-with-isolation-forest-an - Comparison of GoogleNet, AlexNet, and ResNet50 Models for Detecting Pyrite Mineral Based on Coal Petrographic Images (2025) · Proceedings International Seminar on Intelligent Technology and Its Applications Isitia · https://discover.unhas.ac.id/publications/comparison-of-googlenet-alexnet-and-resnet50-models-for-detecting-pyrite-mineral - Performance Evaluation of YOLOv8 to YOLOv11 for Accurate Detection and Classification of Stomata in Microscopic Images of Herbal Plants (2025) · 3rd IEEE International Conference on Networks Multimedia and Information Technology Nmitcon 2025 · https://discover.unhas.ac.id/publications/performance-evaluation-of-yolov8-to-yolov11-for-accurate-detection-and-classific - Optimizing Tomato Classification in Industrial Processing: A Comparative Study of YOLOv4, YOLOv8, and YOLOv11 with Rotation-Based Image Acquisition (2025) · 2025 IEEE International Conference on Artificial Intelligence and Mechatronics Systems Aims 2025 · https://discover.unhas.ac.id/publications/optimizing-tomato-classification-in-industrial-processing-a-comparative-study-of - Application of Facial Expression Using YOLOv11 to Measure Interest in Training Materials (2025) · International Journal of Basic and Applied Sciences · https://discover.unhas.ac.id/publications/application-of-facial-expression-using-yolov11-to-measure-interest-in-training-m - Predicting Hospital Readmissions Using XLNet-BiGRU-Attention on Patient Clinical Notes (2025) · Proceedings 2025 8th International Women in Data Science Conference at Prince Sultan University Wids Psu 2025 · https://discover.unhas.ac.id/publications/predicting-hospital-readmissions-using-xlnet-bigru-attention-on-patient-clinical - Combining Faster Region Convolutional Neural Network and Self Organizing Map for Segmentation and Image Extraction of Toraja Buffalo (2025) · 2025 IEEE International Conference on Artificial Intelligence and Mechatronics Systems Aims 2025 · https://discover.unhas.ac.id/publications/combining-faster-region-convolutional-neural-network-and-self-organizing-map-for - Attention-Driven Image Captioning for Mobile Accessibility of the Visually Impaired (2025) · International Journal of Interactive Mobile Technologies · https://discover.unhas.ac.id/publications/attention-driven-image-captioning-for-mobile-accessibility-of-the-visually-impai - Comparison Architecture of Convolutional Neural Network for Fertility Level of Paddy Soil Detection (2025) · International Journal on Informatics Visualization · https://discover.unhas.ac.id/publications/comparison-architecture-of-convolutional-neural-network-for-fertility-level-of-p - Verbal Question and Answer System for Early Childhood Using Dense Neural Network Method (2025) · International Journal of Computing and Digital Systems · https://discover.unhas.ac.id/publications/verbal-question-and-answer-system-for-early-childhood-using-dense-neural-network - ENHANCING IMAGE CAPTIONING THROUGH SEMANTIC EMBEDDING AND ATTENTION MECHANISM (2025) · Icic Express Letters Part B Applications · https://discover.unhas.ac.id/publications/enhancing-image-captioning-through-semantic-embedding-and-attention-mechanism - Analysis of Content Consistency in Scientific Journal Based on Natural Language Processing and Machine Learning (2025) · International Journal of Computing and Digital Systems · https://discover.unhas.ac.id/publications/analysis-of-content-consistency-in-scientific-journal-based-on-natural-language - A Hybrid Approach for Handling Occlusion in UAV Images of Fresh Oil Palm Fruit Bunches Based on Computer Vision (2025) · Proceedings International Seminar on Intelligent Technology and Its Applications Isitia · https://discover.unhas.ac.id/publications/a-hybrid-approach-for-handling-occlusion-in-uav-images-of-fresh-oil-palm-fruit-b --- Sumber: Discover Unhas — Research Information Management System Universitas Hasanuddin. 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