AI-assisted diagnosis of cervical dysplasia from cervicography images
Scientific Reports, 2026
2026
ELLY MATUL IMAH
2,259
SINTA Score
A medical image captioning system for TeleOTIVA: Supporting SDGs-oriented cervical precancer screening in Indonesia
Informatics in Medicine Unlocked, 101719, 2026
2026
LITERASI AI Dasar-Dasar Konsep dan Aplikasi Kecerdasan Artifisial
Mitra Edukasi dan Publikasi, 2025
2025
Evaluating Enhancement Methods for Improved Lung Segmentation in Tuberculosis Chest X-Rays Using U-Net
2025 8th International Seminar on Research of Information Technology and …, 2025
2025
Smart CCTV Exam Monitoring to Detect and Alert Suspicious Activities Using Deep Transfer Learning
Procedia Computer Science 269, 805-814, 2025
2025
Violent crowd flow detection from surveillance cameras using deep transfer learninggated recurrent unit
ETRI Journal 46 (4), 671-682, 2024
2024
Deep Transfer Learning Feature Concatenation for Exam Cheating Detection Based on Footage Camera Recordings
2024 International Symposium on Micro-NanoMehatronics and Human Science (MHS …, 2024
2024
Assessing dyslexia students' cognitive behavior in solving fraction problems with eye-tracking
AIP Conference Proceedings 3116 (1), 060033, 2024
2024
Implementasi Deep Transfer Learning pada Komputer Visi
Mitra Edukasi dan Publikasi, 2024
2024
Identifikasi Penyalahgunaan Dana Bantuan Sosial untuk Penanggulangan Kemiskinan Berdasarkan Cuitan pada Media Sosial Menggunakan Deep Transfer-Learning
Buletin Pagelaran Mahasiswa Nasional Bidang Teknologi Informasi dan …, 2024
2024
Struktur Data dan Algoritma pada Pemrograman Python
Mitra Edukasi dan Publikasi, 2024
2024
Detection method of viral pneumonia imaging features based on CT scan images in COVID-19 case study
MethodsX 12, 102507, 2024
2024
Comparison of feature extraction for noise-robust gamelan tone signal recognition
Procedia Computer Science 216, 698-705, 2023
2023
Identifikasi Penalaran Kreatif-Imitatif Siswa dengan Gaya Kognitif Reflektif
EDUKASIA: Jurnal Pendidikan dan Pembelajaran 4 (1), 119-126, 2023
2023
Tweets Emotions Analysis of Community Activities Restriction as COVID-19 Policy in Indonesia Using Support Vector Machine
CommIT (Communication and Information Technology) Journal 17 (1), 13-25, 2023
2023
Analisis Beban Kerja Kognitif Siswa Sekolah Menengah Pertama pada Tugas Aritmetika Mental
EDUKASIA Jurnal Pendidikan dan Pembelajaran 4 (1), 509-520, 2023
2023
Pengelolaan Jurnal Berbasis OJS 3 Edisi 2023
Mitra Edukasi dan Publikasi, 2023
2023
Trend and Visualization of Artificial Intelligence Research in the Last 10 Years.
TEM Journal 12 (2), 918, 2023
2023
Text Processing Using Support Vector Machine for Scientific Research Paper Content Classification
1st International Conference on Neural Networks and Machine Learning 2022 …, 2023
2023
Combined VGG-Long Short Term Memory with Gamma Correction for Pneumonia Type Classification based on Chest X-Rays
(IJCSAM) International Journal of Computing Science and Applied Mathematics …, 2023
2023
A Comparative Study of Deep Transfer Learning Algorithm for Cheating Detection in the Exam Based on Surveillance Camera Recording
Proceedings of the 8th International Conference on Sustainable Information …, 2023
2023
Innovation on Education and Social Sciences: Proceedings of the International Joint Conference on Arts and Humanities (IJCAH 2021), Surabaya, Indonesia, 2 October 2021
Routledge, 2022
2022
Python Programming: Deep Learning
Mitra Edukasi dan Publikasi, 2022
2022
Innovation on Education and Social Sciences
Routledge eBooks. https://doi. org/10.1201/9781003265061, 2022
2022
Error Analysis of Dyslexic Student's Solution on Fraction Operation Tasks.
Mathematics Teaching Research Journal 14 (1), 67-79, 2022
2022
Detecting violent scenes in movies using Gated Recurrent Units and Discrete Wavelet Transform
Register: Jurnal Ilmiah Teknologi Sistem Informasi 8 (2), 94-103, 2022
2022
Child Violence Detection in Surveillance Video Using Deep Transfer Learning and Ensemble Decision Fusion Learning
International Journal of Intelligent Engineering and Systems 15 (3), 455-466, 2022
2022
Violent Videos Classification Using Wavelet and Support Vector Machine
2022 International Conference on ICT for Smart Society (ICISS), 01-05, 2022
2022
Modul Pengelolaan Jurnal Berbasis OJS 3
Mitra Edukasi dan Publikasi, 2022
2022
Innovation on Education and Social Sciences: Proceedings of the International Joint Conference on Arts and Humanities (IJCAH 2021) October 2, 2021, Surabaya, Indonesia
Taylor & Francis, 2022
2022
A Comparative Analysis of Machine Learning Methods for Joint Attention Classification in Autism Spectrum Disorder Using Electroencephalography Brain Computer Interface
International Journal of Intelligent Engineering and Systems 14 (3), 412, 2021
2021
Violence Classification Using Support Vector Machine and Deep Transfer Learning Feature Extraction
2021 International Seminar on Intelligent Technology and Its Applications …, 2021
2021
Schizophrenia Detection Based on Electroencephalogram Using Support Vector Machine
2021 International Conference on ICT for Smart Society (ICISS), 1-6, 2021
2021
Deteksi Kekerasan pada Pertandingan Hockey Menggunakan Algoritma Gated Recurrent Unit
The Journal on Machine Learning and Computational Intelligence (JMLCI) 1 (1), 2021
2021
Technical Program Committee (TPC)
2020
Organizers and Organizing Committee
2020
International Scientific Committee
2020
Track Chair
2020
Predicting Protein-Ligand Binding Site for Drug Design Using Context Relevant Self Organizing Maps (CRSOM)
International Journal of Intelligent Engineering and Systems 13 (6), 11-19, 2020
2020
Studi Komparasi Algoritma Klasifikasi Mental Workload Berdasarkan Sinyal EEG
Jurnal Sistem Cerdas 3 (2), 133-143, 2020
2020
Comparison of Machine Learning Algorithms for Autism Spectrum Disorder Classification
International Joint Conference on Science and Engineering (IJCSE 2020), 152-159, 2020
2020
2021 Fourth International Conference on Vocational Education and Electrical Engineering (ICVEE)
2020
ICVEE 2022 COMMITTEE
2020
Students' Cognitive Processes in Solving Problem Related to the Concept of Area Conservation.
Journal on Mathematics Education 10 (1), 21-36, 2019
2019
Classification of Emotional State Based on EEG Signal using AMGLVQ
Procedia Computer Science 157, 552-559, 2019
2019
Studi Steganografi Pada Citra Digital Menggunakan Shuffled Singular Value Decomposition (SSVD)
Limits: Journal of Mathematics and Its Applications 16 (1), 1-10, 2019
2019
The classification of diabetes mellitus using Kernel k-means
Journal of Physics: Conference Series 947 (1), 012003, 2018
2018
Plant leaf recognition using competitive based learning algorithm
IOP Conference Series: Materials Science and Engineering 288 (1), 012058, 2018
2018
Automation animal tracker using complex value neural network
MATEC Web of Conferences 197, 03020, 2018
2018
Computers in Mathematics Learning: Training Mental Number Line to Increase Counting Ability
5th ICRIEMS, 2018
2018
Face Recognition Using Complex Valued Backpropagation
Jurnal Ilmu Komputer dan Informasi 11 (2), 103-109, 2018
2018
Barcode Recognition Using Principal Component Analysis and Support Vector Machine
Mathematics, Informatics, Science, and Education International Conference …, 2018
2018
Pengenalan Citra Ekspresi Wajah Menggunakan Algoritma Principal Component Analysis (PCA) Dan Extreme Learning Machine (ELM)
Mathunesa: Jurnal Ilmiah Matematika 6 (2), 2018
2018
SISTEM INFORMASI RUTE WISATA DI KOTA SURABAYA MENGGUNAKAN ALGORITMA DIJKSTRA DENGAN GRAF REDUKSI
Mathunesa: Jurnal Ilmiah Matematika 6 (2), 2018
2018
The Role of Refutational Text as a Conceptual Change Effort to Fix the Misconception on Addition and Subtraction of Integers
Journal of Physics: Conference Series 1108 (1), 012117, 2018
2018
A comparative study of machine learning algorithms for epileptic seizure classification on eeg signals
2017 International Conference on Advanced Computer Science and Information …, 2017
2017
Determining student's single tuition fee category using correlation based feature selection and support vector machine
2017 International Conference on Advanced Computer Science and Information …, 2017
2017
A Comparative Study of PCA, FFT and Wavelet as Feature Extraction for Gamelan Tones Recognition
Advanced Science Letters 23 (12), 12012-12015, 2017
2017
Integrating data selection and extreme learning machine to predict protein-ligand binding site
Contemp Eng Sci 9, 791-7, 2016
2016
Enhanced tele ECG system using hadoop framework to deal with big data processing
2016 international workshop on big data and information security (IWBIS …, 2016
2016
Online kernel AMGLVQ for arrhythmia hearbeats classification
Jurnal Ilmiah Kursor 8 (4), 2016
2016
Developing smart telehealth system in Indonesia: Progress and challenge
2015 International Conference on Advanced Computer Science and Information …, 2015
2015
Support vector machine with multiple kernel learning for image retrieval
2015 International Conference on Information & Communication Technology and …, 2015
2015
Integrating data selection and extreme learning machine for imbalanced data
Procedia Computer Science 59, 221-229, 2015
2015
Multi kernel-based classification method with incremental learning for image retrieval
Proceedings of the International Conference on Mathematics: Pure, Applied …, 2015
2015
Integrasi Seleksi Data dan Extreme Learning Machine (ELM) untuk Prediksi Binding site Protein-Ligan
Tesis tidak diterbitkan. Surabaya: PPs Institut Teknologi Sepuluh Nopember, 2015
2015
Study comparison backpropogation, support vector machine, and extreme learning machine for bioinformatics data
Journal of Computer Science and Information 8 (1), 53-59, 2015
2015
Study comparison of svm-, k-nn-and backpropagation-based classifier for image retrieval
Jurnal Ilmu Komputer dan Informasi 8 (1), 11-18, 2015
2015
Studi Perbandingan Back Propogation
Jurnal Ilmu Komputer, 2015
2015
Studi komparasi ekstraksi fitur pada pengenalan wajah menggunakan principal component analysis (pca) dan wavelet daubechies
Jurnal Masyarakat Informatika 6 (12), 46-54, 2015
2015
Early detection and monitoring system of heart disease based on electrocardiogram signal
Jurnal Ilmu Komputer dan Informasi 7 (1), 1-10, 2014
2014
Automatic Arrhythmias detection using various types of artificial neural network based learning vector quantization (LVQ)
Jurnal Ilmu Komputer dan Informasi 7 (2), 90-100, 2014
2014
Electrocardiogram for Biometrics by using Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ): Integrating Feature Extraction and Classification
The International Journal on Smart Sensing and Intelligent Systems 6, 2013
2013
Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification
Conference Proceedings IEEE International Conference on Systems Man and Cybernetics
2012
Adaptive Traffic Light Control System Using Camera Sensor and Embedded System
TENCON 2011 - 2011 IEEE Region 10 Conference, 2012
2012
Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats …
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2012
2012
Modified Fuzzy-Neuro Generalized Learning Vector Quantization for Early Detection of Arrhytmias
2012 International Conference on Advanced Computer Science and Information …, 2012
2012
Heart beat classification using wavelet feature based on neural network
WSEAS Transactions on Systems 10 (1), 17-26, 2011
2011
Klasifikasi beat aritmia pada sinyal EKG menggunakan fuzzy wavelet learning vector quantization
Jurnal Ilmu Komputer dan Informasi 4 (1), 1-9, 2011
2011
Implementasi Algoritma Integer Linear Programming untuk Sistem Informasi Penjadwalan Ruangan di Fakultas Ilmu Komputer Universitas Indonesia
Jurnal Sistem Informasi 7 (1), 25-33, 2011
2011
Arrhythmia heart beats classification using mahalanobis generalized learning vector quantization (mahalanobis glvq)
2011 International Symposium on Micro-NanoMechatronics and Human Science …, 2011
2011
Building automation tools to calculate trichloroethylene level in human liver using-Case study: Images of white mouse liver
2011 International Symposium on Micro-NanoMechatronics and Human Science …, 2011
2011
A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection using SVM
TENCON 2011-2011 IEEE Region 10 Conference, 5-9, 2011
2011
Arrhytmia classification using fuzzy-neuro generalized learning vector quantization
2011 International Conference on Advanced Computer Science and Information …, 2011
2011
Implementation vehicle classification on Distributed Traffic Light Control System neural network based
2011 International Conference on Advanced Computer Science and Information …, 2011
2011
Fnlvq design and implementation in fpga to estimate trichloroethylene in white mouse liver images
2011 International Conference on Advanced Computer Science and Information …, 2011
2011
Deteksi Jenis Penyakit Paru Berdasarkan Image Rontgen Dengan Algoritma LVQ
Mathematics Undergraduate Thesis. Institut Teknologi Sepuluh November. Surabaya, 2010
2010
Penentuan outliner pada algoritma propagasi balik menggunakan perhitungan jarak mahalanobis dan jarak fuzzy
Universitas Indonesia. Fakultas Ilmu Komputer, 2009
2009
Ivan Fanany, W. Jatmiko, and T. Basaruddin. 2011. A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection ...
IEEE TENCON, 0
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