Dr. Elly Matul Imah, M.Kom.

Dr. Elly Matul Imah, M.Kom., lahir di Bojonegoro pada tanggal 05-04-1982 adalah dosen di Universitas Negeri Surabaya. Dalam 1 tahun terakhir, mengampu 8 matakuliah. Sudah melakukan pengabdian sebanyak 4. Sudah mempublikasi Artikel Ilmiah dalam jurnal sebanyak 116. Memiliki karya buku sebanyak 1. Menjadi pemakalah seminar ilmiah sebanyak 16. Memperoleh HKI sebanyak 27.

Identitas Diri

Riwayat Pendidikan

S1 S2 S3
Nama Perguruan Tinggi ITS UI Universitas Indonesia
Bidang Ilmu - - Ilmu Komputer
Tahun Masuk-Lulus - - 2004 - - 2009 2010 - 2014
Judul Skripsi/Tesis/Disertasi - - Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ): Algoritma Pembelajaran Berbasis Kompetisi yang Terintegrasi Antara Seleksi Data, Ekstraksi Fitur Dan Klasifikasi
Nama Pembimbing/Promotor - - Prof. T. Basaruddin, Ph.D., Dr. Eng. Wisnu Jatmiko, M. Kom.
Status Validasi Sudah divalidasi Sudah divalidasi Sudah divalidasi

Mata Kuliah yang Diampu

No. Mata Kuliah
1 Bahasa Pemrograman
2 Komputasi Matematika
3 PEMROGRAMAM VISUAL
4 Pengantar Kecerdasan Buatan
5 Pengembangan Media dan Pembelajarannya (Developing Media and Its Learning)
6 Seminar Matematika
7 Sistem Basis Data
8 Struktur Data dan Algoritma

Data Penelitian Dari Sim Litabmas

No. Tahun Judul Sumber Dana
1 2018 Analisis Proses Kognisi Dalam Memahami Konsep Matematika Berdasarkan Pergerakan Mata Menggunakan Eye-tracker Litabmas
2 2019 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
3 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
4 2019 Analisis Proses Kognisi Dalam Memahami Konsep Matematika Berdasarkan Pergerakan Mata Menggunakan Eye-tracker Litabmas
5 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
6 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
7 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
8 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
9 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
10 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
11 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
12 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
13 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
14 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
15 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
16 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
17 2022 Sistem Cerdas Deteksi dan Peringatan Dini Tindak Kekerasan Pada Anak Litabmas
18 2021 Sistem Cerdas Deteksi dan Peringatan Dini Tindak Kekerasan Pada Anak Litabmas
19 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
20 2019 Analisis Proses Kognisi Dalam Memahami Konsep Matematika Berdasarkan Pergerakan Mata Menggunakan Eye-tracker Litabmas
21 2019 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
22 2018 Analisis Proses Kognisi Dalam Memahami Konsep Matematika Berdasarkan Pergerakan Mata Menggunakan Eye-tracker Litabmas
23 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
24 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
25 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas
26 2023 SISTEM CERDAS PENGAWAS UJIAN UNTUK DETEKSI OTOMATIS AKTIVITAS KECURANGAN PESERTA Litabmas
27 2022 Sistem Cerdas Deteksi dan Peringatan Dini Tindak Kekerasan Pada Anak Litabmas
28 2021 Sistem Cerdas Deteksi dan Peringatan Dini Tindak Kekerasan Pada Anak Litabmas
29 2020 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
30 2019 Deteksi Dini Pervasive Developmental Disorder Mengunakan Sistem Terintegrasi Eyetracking dan Brain Computer Interface Litabmas
31 2022 ANALISIS DATA PUBLIKASI ILMIAH UNESA MENGGUNAKAN ARTIFICIAL INTELLIGENCE DAN TEKNOLOGI APPLICATION PROGRAMMING INTERFACE Litabmas

Data Penelitian Dari Non Litabmas

No. Tahun Judul Sumber Dana
1 2024 Pemodelan Sinyal Gamelan Jawa Timuran Menggunakan Kecerdasan Artifisial
2 2022 Analisis Data Publikasi Ilmiah Unesa Menggunakan Artificial Intelligence dan Teknologi Application Programming Interface
3 2023 Sistem Cerdas Pengawas Ujian untuk Deteksi Otomatis Aktivitas Kecurangan Peserta
4 2022 Pemodelan Sinyal Gamelan untuk Pelarasan Otomatis Menggunakan Deep Learning
5 2024 Semantic Segmentation of Post-Disaster Area on Remote Sensing Video from Unmanned Aerial Vehicle (UAV) using Super Resolution and Deep Transfer Learning DeepLabV3 Model

Pengabdian Kepada Masyarakat

No Tahun Judul Pengabdian Sumber Pendanaan
1 2022 PELATIHAN PENULISAN KARYA ILMIAH DAN ANALISIS DATA BAGI GURU SMA DI KABUPATEN TRENGGALEK
2 2023 Pelatihan Pengolahan Data Pendidikan Untuk Mewujudkan Transformasi Digital
3 2021 Pelatihan Penerapan Blended Learning Menggunakan Internet of Things Bagi Guru-guru Matematika Kabupaten Jombang
4 2024 Pelatihan Informatika untuk Meningkatkan Kompetensi Guru SMA dan SMK di Surabaya

Publikasi Jurnal

No Judul Artikel Ilmiah Nama Jurnal Volume/Nomor/Tahun
1 Heart beat classification using wavelet feature based on neural network WSEAS Transactions on Systems 10 /-/2011
2 Electrocardiogram for biometrics by using adaptive multilayer generalized learning vector quantization (AMGLVQ): Integrating feature extraction and classification International Journal on Smart Sensing and Intelligent Systems 6 /-/2013
3 Integrating data selection and extreme learning machine to predict protein-ligand binding site Contemporary Engineering Sciences 9 /-/2016
4 Predicting Protein-Ligand Binding Site for Drug Design Using Context Relevant Self Organizing Maps (CRSOM) International Journal of Intelligent Engineering and Systems 13 /-/2020
5 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 /-/2021
6 Error Analysis of Dyslexic Student’s Solution on Fraction Operation Tasks Mathematics Teaching-Research Journal 14 /-/2022
7 Child Violence Detection in Surveillance Video Using Deep Transfer Learning and Ensemble Decision Fusion Learning International Journal of Intelligent Engineering and Systems 15 /-/2022
8 Tweets Emotions Analysis of Community Activities Restriction as COVID-19 Policy in Indonesia Using Support Vector Machine CommIT Journal 17 /-/2023
9 Trend and Visualization of Artificial Intelligence Research in the Last 10 Years TEM Journal 12 /-/2023
10 A Comparative Analysis of Machine Learning Methods for Joint Attention Classification in Autism Spectrum Disorder Using Electroencephalography Brain Computer Interface - /-/0
11 ICVEE 2022 COMMITTEE - /-/0
12 KN-Keynote Speech Ultrasound 1, 2 - /-/0
13 2021 Fourth International Conference on Vocational Education and Electrical Engineering (ICVEE) - /-/0
14 2021 Fourth International Conference on Vocational Education and Electrical Engineering (ICVEE) - /-/0
15 Organizers and Organizing Committee - /-/0
16 International Scientific Committee - /-/0
17 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 - /-/0
18 Computers in Mathematics Learning: Training Mental Number Line to Increase Counting Ability - /-/0
19 Innovation on Education and Social Sciences - /-/0
20 Adaptive Traffic Light Control System Using Camera Sensor and Embedded System - /-/0
21 Adaptive Traffic Light Control System Using Camera Sensor and Embedded System - /-/0
22 International Scientific Committee - /-/0
23 Track Chair - /-/0
24 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 - /-/0
25 Computers in Mathematics Learning: Training Mental Number Line to Increase Counting Ability - /-/0
26 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
27 Penentuan outliner pada algoritma propagasi balik menggunakan perhitungan jarak mahalanobis dan jarak fuzzy Universitas Indonesia. Fakultas Ilmu Komputer - /-/2009
28 Penentuan outliner pada algoritma propagasi balik menggunakan perhitungan jarak mahalanobis dan jarak fuzzy Universitas Indonesia. Fakultas Ilmu Komputer - /-/2009
29 Penentuan outliner pada algoritma propagasi balik menggunakan perhitungan jarak mahalanobis dan jarak fuzzy Universitas Indonesia. Fakultas Ilmu Komputer, 2009 - /-/2009
30 Deteksi Jenis Penyakit Paru Berdasarkan Image Rontgen Dengan Algoritma LVQ Mathematics Undergraduate Thesis. Institut Teknologi Sepuluh November. Surabaya, 2010 - /-/2010
31 Deteksi Jenis Penyakit Paru Berdasarkan Image Rontgen Dengan Algoritma LVQ Mathematics Undergraduate Thesis. Institut Teknologi Sepuluh November. Surabaya - /-/2010
32 Deteksi Jenis Penyakit Paru Berdasarkan Image Rontgen Dengan Algoritma LVQ Mathematics Undergraduate Thesis. Institut Teknologi Sepuluh November. Surabaya - /-/2010
33 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
34 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
35 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
36 Arrhythmia heart beats classification using mahalanobis generalized learning vector quantization (mahalanobis glvq) 2011 International Symposium on Micro-NanoMechatronics and Human Science …, 2011 - /-/2011
37 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
38 Implementasi Algoritma Integer Linier Programming Untuk Sistem Informasi Penjadwalan Ruangan di Fakultas Ilmu Komputer Universitas Indonesia Juornal of Information System 7 (1) - /-/2011
39 Implementasi Algoritma Integer Linear Programming untuk Sistem Informasi Penjadwalan Ruangan di Fakultas Ilmu Komputer Universitas Indonesia Jurnal Sistem Informasi 7 (1), 25-33 - /-/2011
40 Heart beat classification using wavelet feature based on neural network WSEAS Transactions on Systems 10 (1), 17-26, 2011 - /-/2011
41 Implementasi Algoritma Integer Linear Programming untuk Sistem Informasi Penjadwalan Ruangan di Fakultas Ilmu Komputer Universitas Indonesia Jurnal Sistem Informasi 7 (1), 25-33 - /-/2011
42 Implementation vehicle classification on Distributed Traffic Light Control System neural network based 2011 International Conference on Advanced Computer Science and Information …, 2011 - /-/2011
43 Klasifikasi beat aritmia pada sinyal EKG menggunakan fuzzy wavelet learning vector quantization Jurnal Ilmu Komputer dan Informasi 4 (1), 1-9, 2011 - /-/2011
44 Arrhytmia classification using fuzzy-neuro generalized learning vector quantization 2011 International Conference on Advanced Computer Science and Information …, 2011 - /-/2011
45 Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heart... Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on … - /-/2012
46 Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on … - /-/2012
47 IMPLEMENTASI ALGORITMA INTEGER LINEAR PROGRAMMING UNTUK SISTEM INFORMASI PENJADWALAN RUANGAN DI FAKULTAS ILMU KOMPUTER UNI... Jurnal Sistem Informasi 7 (1), 25-33 - /-/2012
48 Modified Fuzzy-Neuro Generalized Learning Vector Quantization for Early Detection of Arrhytmias 2012 International Conference on Advanced Computer Science and Information …, 2012 - /-/2012
49 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
50 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
51 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
52 Adaptive Traffic Light Control System Using Camera Sensor and Embedded System TENCON 2011 - 2011 IEEE Region 10 Conference, 2012 - /-/2012
53 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
54 Early detection and monitoring system of heart disease based on electrocardiogram signal Jurnal Ilmu Komputer dan Informasi 7 (1), 1-10, 2014 - /-/2014
55 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
56 Studi komparasi ekstraksi fitur pada pengenalan wajah menggunakan principal component analysis (pca) dan wavelet daubechies Jurnal Masyarakat Informatika 6 (12), 46-54 - /-/2015
57 Integrating data selection and extreme learning machine to predict protein-ligand binding site Contemp. Eng. Sci 9, 2015 - /-/2015
58 Multi Kernel-Based Classification Method with Incremental Learning for Image Retrieval - /-/2015
59 Study Comparison Backpropogation, Support Vector Machine, and Extreme Learning Machine for Bioinformatics Data Jurnal Ilmu Komputer dan Informasi 8 (1), 53-59, 2015 - /-/2015
60 Support Vector Machine Untuk Image Retrieval Prosiding Seminar Nasional Matematika dan Pendidikan Matematika - /-/2015
61 Study comparison of svm-, k-nn-and backpropagation-based classifier for image retrieval Jurnal Ilmu Komputer dan Informasi 8 (1), 11-18, 2015 - /-/2015
62 Developing smart telehealth system in Indonesia: Progress and challenge 2015 International Conference on Advanced Computer Science and Information …, 2015 - /-/2015
63 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
64 Support vector machine with multiple kernel learning for image retrieval 2015 International Conference on Information & Communication Technology and …, 2015 - /-/2015
65 Studi komparasi ekstraksi fitur pada pengenalan wajah menggunakan principal component analysis (pca) dan wavelet daubechies Jurnal Masyarakat Informatika 6 (12), 46-54 - /-/2015
66 Integrating Data Selection and Extreme Learning Machine for Imbalanced Data Procedia Computer Science 59 (ICCSCI 2015), 221–229, 2015 - /-/2015
67 Studi Perbandingan Back Propogation Jurnal Ilmu Komputer, 2015 - /-/2015
68 Integrating Data Selection and Extreme Learning Machine to Predict Protein-Ligand Binding Site Contemporary Engineering Sciences 9 (16), 791 - 797, 2016 - /-/2016
69 Online kernel AMGLVQ for arrhythmia hearbeats classification Jurnal Ilmiah Kursor 8 (4), 2016 - /-/2016
70 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
71 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
72 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
73 Energy Efficiency Study On Traditional, and Modern Restaurant In Surabaya City, East Java, Indonesia. Advances in Natural and Applied Sciences 11 (13), 21-27 - /-/2017
74 SISTEM INFORMASI RUTE WISATA DI KOTA SURABAYA MENGGUNAKAN ALGORITMA DIJKSTRA DENGAN GRAF REDUKSI Mathunesa: Jurnal Ilmiah Matematika 6 (2) - /-/2018
75 Barcode Recognition Using Principal Component Analysis and Support Vector Machine Mathematics, Informatics, Science, and Education International Conference … - /-/2018
76 Pengenalan Citra Ekspresi Wajah Menggunakan Algoritma Principal Component Analysis (PCA) Dan Extreme Learning Machine (ELM) Mathunesa: Jurnal Ilmiah Matematika 6 (2) - /-/2018
77 The classification of diabetes mellitus using Kernel k-means Journal of Physics: Conference Series 947 (1), 012003 - /-/2018
78 Pengenalan Citra Ekspresi Wajah Menggunakan Algoritma Principal Component Analysis (PCA) Dan Extreme Learning Machine (ELM) Mathunesa: Jurnal Ilmiah Matematika 6 (2) - /-/2018
79 Face Recognition Using Complex Valued Backpropagation Jurnal Ilmu Komputer dan Informasi 11 (2), 103-109 - /-/2018
80 The classification of diabetes mellitus using Kernel k-means Journal of Physics: Conference Series 947 (1), 012003 - /-/2018
81 Computers in Mathematics Learning: Training Mental Number Line to Increase Counting Ability 5th ICRIEMS, 2018 - /-/2018
82 Face Recognition Using Complex Valued Backpropagation Jurnal Ilmu Komputer dan Informasi 11 (2), 103-109, 2018 - /-/2018
83 The classification of diabetes mellitus using Kernel k-means Journal of Physics: Conference Series 947 (1), 012003, 2018 - /-/2018
84 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
85 Face Recognition Using Complex Valued Backpropagation Jurnal Ilmu Komputer dan Informasi 11 (2), 103-109 - /-/2018
86 SISTEM INFORMASI RUTE WISATA DI KOTA SURABAYA MENGGUNAKAN ALGORITMA DIJKSTRA DENGAN GRAF REDUKSI Mathunesa: Jurnal Ilmiah Matematika 6 (2), 2018 - /-/2018
87 Barcode Recognition Using Principal Component Analysis and Support Vector Machine Mathematics, Informatics, Science, and Education International Conference … - /-/2018
88 Barcode Recognition Using Principal Component Analysis and Support Vector Machine Mathematics, Informatics, Science, and Education International Conference …, 2018 - /-/2018
89 Pengenalan Citra Ekspresi Wajah Menggunakan Algoritma Principal Component Analysis (PCA) Dan Extreme Learning Machine (ELM) Mathunesa: Jurnal Ilmiah Matematika 6 (2), 2018 - /-/2018
90 Studi Steganografi Pada Citra Digital Menggunakan Shuffled Singular Value Decomposition (SSVD) Limits: Journal of Mathematics and Its Applications 16 (1), 1-10 - /-/2019
91 Classification of Emotional State Based on EEG Signal using AMGLVQ Procedia Computer Science 157, 552-559 - /-/2019
92 Classification of Emotional State Based on EEG Signal using AMGLVQ Procedia Computer Science 157, 552-559, 2019 - /-/2019
93 Classification of Emotional State Based on EEG Signal using AMGLVQ Procedia Computer Science 157, 552-559 - /-/2019
94 KLASIFIKASI SCHIZOPHRENIA BERDASARKAN SINYAL EEG MENGGUNAKAN ALGORITMA SUPPORT VECTOR MACHINE Mathunesa: Jurnal Ilmiah Matematika 7 (2) - /-/2019
95 Studi Steganografi Pada Citra Digital Menggunakan Shuffled Singular Value Decomposition (SSVD) Limits: Journal of Mathematics and Its Applications 16 (1), 1-10 - /-/2019
96 Studi Steganografi Pada Citra Digital Menggunakan Shuffled Singular Value Decomposition (SSVD) Limits: Journal of Mathematics and Its Applications 16 (1), 1-10, 2019 - /-/2019
97 Studi Komparasi Algoritma Klasifikasi Mental Workload Berdasarkan Sinyal EEG Jurnal Sistem Cerdas 3 (2), 133-143 - /-/2020
98 Studi Komparasi Algoritma Klasifikasi Mental Workload Berdasarkan Sinyal EEG Jurnal Sistem Cerdas 3 (2), 133-143, 2020 - /-/2020
99 Hate Speech Detection on Twitter Approaching the Indonesian Election Using Machine Learning MISEIC 2020 - /-/2020
100 Comparison of Machine Learning Algorithms for Autism Spectrum Disorder Classification International Joint Conference on Science and Engineering (IJCSE 2020), 152-159, 2020 - /-/2020
101 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
102 Hate Speech Detection on Twitter Approaching the Indonesian Election Using Machine Learning MISEIC 2020 - /-/2020
103 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
104 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
105 Comparison of Machine Learning Algorithms for Autism Spectrum Disorder Classification International Joint Conference on Science and Engineering (IJCSE 2020), 152-159 - /-/2020
106 Comparison of Machine Learning Algorithms for Autism Spectrum Disorder Classification International Joint Conference on Science and Engineering (IJCSE 2020), 152-159 - /-/2020
107 Studi Komparasi Algoritma Klasifikasi Mental Workload Berdasarkan Sinyal EEG Jurnal Sistem Cerdas 3 (2), 133-143 - /-/2020
108 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
109 Schizophrenia Detection Based on Electroencephalogram Using Support Vector Machine 2021 International Conference on ICT for Smart Society (ICISS), 1-6, 2021 - /-/2021
110 Deteksi Kekerasan pada Pertandingan Hockey Menggunakan Algoritma Gated Recurrent Unit The Journal on Machine Learning and Computational Intelligence (JMLCI) 1 (1), 2021 - /-/2021
111 Error Analysis of Dyslexic Student’s Solution on Fraction Operation Tasks Mathematics Teaching-Research Journal 14 (1), 67-79, 2022 - /-/2022
112 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
113 Identifikasi Penalaran Kreatif-Imitatif Siswa dengan Gaya Kognitif Reflektif EDUKASIA: Jurnal Pendidikan dan Pembelajaran 4 (1), 119-126, 2023 - /-/2023
114 Trend and Visualization of Artificial Intelligence Research in the Last 10 Years. TEM Journal 12 (2), 2023 - /-/2023
115 Analisis Beban Kerja Kognitif Siswa Sekolah Menengah Pertama pada Tugas Aritmetika Mental EDUKASIA: Jurnal Pendidikan dan Pembelajaran 4 (1), 509-520, 2023 - /-/2023
116 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

Karya Buku

No Judul Buku Tahun Jumlah Halaman Penerbit
1 Ilmu Komputer : Studi Kasus dan Aplikasi 2016 Badan Penerbit Universitas Diponegoro

Pemakalah Seminar Ilmiah

No Nama Temu ilmiah / Seminar Judul Artikel Ilmiah Waktu dan Tempat
1 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Researc Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver 2011
2 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Researc Arrhythmia heart beats classification using mahalanobis Generalized Learning Vector Quantization (Mahalanobis GLVQ) 2011
3 ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, P FNLVQ design and implementation in FPGA to estimate trichloroethylene in white mouse liver images 2011
4 IEEE Region 10 Annual International Conference, Proceedings/TENCON A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection using SVM 2011
5 ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, P Arrhytmia classification using fuzzy-neuro generalized learning vector quantization 2011
6 ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, P Implementation vehicle classification on distributed traffic light control system neural network based 2011
7 2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - P Modified fuzzy-neuro generalized learning vector quantization for early detection of arrhytmias 2012
8 Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification 2012
9 Procedia Computer Science Integrating Data Selection and Extreme Learning Machine for Imbalanced Data 2015
10 Proceedings of 2015 International Conference on Information and Communication Technology and Systems Support vector machine with multiple kernel learning for image retrieval 2016
11 ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, P Developing smart telehealth system in Indonesia: Progress and challenge 2016
12 Journal of Physics: Conference Series The Classification of Diabetes Mellitus Using Kernel k-means 2018
13 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017 Determining student's single tuition fee category using correlation based feature selection and support vector machine 2018
14 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017 A comparative study of machine learning algorithms for epileptic seizure classification on EEG signals 2018
15 Journal of Physics: Conference Series The Role of Refutational Text as a Conceptual Change Effort to Fix the Misconception on Addition and Subtraction of Integers 2018
16 8th International Conference on ICT for Smart Society: Digital Twin for Smart Society, ICISS 2021 - Schizophrenia Detection Based on Electroencephalogram Using Support Vector Machine 2021

Hak Karya Ilmiah

No Judul/Tema HKI Tahun Jenis Nomor
1 E-cardio: sistem terintegrasi pendeteksian dini dan monitoring penyakit jantung 2014 paten C00201401298
2 CoMath Quiz 2019 paten EC00201940317
3 PENGENALAN DINI GANGGUAN ASD BERDASARKAN GERAKAN MATA DAN SINYAL EEG 2019 hak cipta EC00201981966
4 Implementasi Graf Hamilton untuk Mencari Rute Terpendek dalam Permasalahan Kunjungan Ormawa 2019 hak cipta EC00201944087
5 Implementasi Linier Search, Binary Search Tree, dan Interpolation Search pada Pencarian Kode Pos dan Nama Daerah untuk Wilayah Surabaya 2020 hak cipta EC00202018369
6 METODE DETEKSI VIRAL PNEUMONIA COVID-19 BERDASARKAN CITRA CT SCAN MENGGUNAKAN MACHINE LEARNING 2020 paten P00202008665
7 Kompresi Suara Menggunakan Fast Fourier Transform, Wavelet Symlet, dan Principal Component Analysis 2020 hak cipta EC00202018348
8 Implementasi Queue in Ciz Restaurant 2020 hak cipta EC00202018368
9 Pencarian Rute Bus Antar Kota Tercepat Di Jawa Timur Dengan Algoritma Best-First Search (BFS) 2020 hak cipta EC00202161230
10 Program Komputer Implementasi Algoritma Djikstra Dalam Pencarian Rute Terpendek Provinsi Jawa Tengah 2021 hak cipta EC00202161223
11 Program Komputer Penerapan Algoritma Floyd Warshall Dalam Menentukan Rute Terpendek Optimal Pada Pemodelan Jaringan Wisata Di Kota Semarang 2021 hak cipta EC00202161225
12 Program Komputer Optimalisasi Dengan Algoritma Greedy Dalam Fungsi Penukaran Mata Uang Rupiah 2021 hak cipta EC00202161221
13 Chatgrambot Asisten PKM Guru Matematika 2021 hak cipta EC00202154224
14 IMPLEMENTASI ALGORITMA GREEDY SEBAGAI UPAYA OPTIMALISASI RUTE DAN WAKTU DALAM PENDISTRIBUSIAN VAKSIN COVID-19 KE SELURUH DINAS KESEHATAN DI JAWA TIMUR 2021 hak cipta EC00202161227
15 Program Komputer Pencarian Rute Optimal Pemasangan Kabel Fiber Optic Di Universitas Negeri Surabaya 2021 hak cipta EC00202161222
16 Perangkat Lunak Pemutakhiran Tingkat Kecerdasan Artifisial Sistem Klasifikasi Tindak Kekerasan pada Data Video menggunakan Kombinasi Discrete Wavelet Transform (DWT) dan Support Vector Machine (SVM) 2021 hak cipta EC00202127079
17 Klasifikasi Tindak Kekerasan pada Data Video menggunakan kombinasi 2D-Discrete Wavelet Transform dan Support Vector Machine 2021 hak cipta EC00202127076
18 Metode Deteksi Tindak Kekerasan Secara Otomatis Pada Video Kamera Pengintai 2021 paten P00202107698
19 OPTIMALISASI KEUNTUNGAN PEDAGANG DALAM PENGANGKUTAN BARANG MENGGUNAKAN KNAPSACK PROBLEM 2021 hak cipta EC00202161228
20 Mencari Biaya Minimum Rute Perjalanan Di Pulau Jawa Menggunakan Bus Dengan Algoritma Prim 2021 hak cipta EC00202161229
21 Implementasi Social Network Analysis Dalam Penyebaran Informasi Di Twitter 2021 hak cipta EC00202161226
22 Program Komputer Pencarian Jarak Dan Rute Minimum Penyemprotan Disinfektan Di Suatu Perumahan Dengan Menggunakan Algoritma Tukang Pos, Djikstra, Dan Fleury. 2021 hak cipta EC00202161224
23 Program Komputer Aplikasi Metode Nearest Neighbor Pada Penentuan Jalur Terpendek Dalam Mengunjungi Bangunan Bersejarah Di Surabaya 2021 hak cipta EC00202161231
24 Lembar Kerja Peserta Didik (LKPD) Mengenal Pecahan Untuk Siswa Disleksia 2022 hak cipta EC00202281990
25 SIMAIPI 2022 hak cipta EC00202296998
26 SIMAIPI 2023 hak cipta EC00202326886
27 Perangkat Lunak Analisis Emosi Pada Cuitan Dan Postingan Pengguna Media Sosial Menggunakan Kecerdasan Artifisial 2023 hak cipta EC00202357554