Mahmud Dwi Sulistiyo

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Research profile with citations, yearly trend, article performance and author insights

Telkom University, Indonesia

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DataCiteX Author Profile

Mahmud Dwi Sulistiyo

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Last Synced 15 Jul 2026, 04:17 PM

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Author Impact Score

Custom 3-year author impact calculator based on citations and indexed documents.

5.10

Author impact score

260 Citations 2024 - 2026

51 Documents 2024 - 2026

Total Citations

555

Scholar + author-added

H-Index

12

research impact

I10-Index

15

quality score

Articles Found

153

merged research works

Top Performing Year

2025

132 citations

Tier

T3

CiteScore rank tier

Author CiteScore

5.10

Upward trend

Avg Citations / Year

39.21

yearly average

Citations / Article

3.63

impact efficiency

Citation Trend

46

Declining trend

Most Cited Article

Image Based ECG Signal Classification U...

33 citations

Smart Insight Box

Auto Summary

Top citation year was 2025 with 132 citations. Average citations per year stand at 39.21. Each indexed article contributes around 3.63 citations on average. Latest Author Impact Score for 2026 is 5.1, indicating a upward trend. Current H-index is 12 and I10-index is 15. Most cited article currently has 33 citations. Recent yearly citation pattern indicates a declining trend.

Author Impact Score Trend

12 Years

Most Cited

33 Citations

Year: 2022

Image Based ECG Signal Classification Using Convolutional Neural Network.

S Hadiyoso, F Fahrozi, MD Sulistiyo

International Journal of Online & Biomedical Engineering 16 (4), 2022

Yearly Citations

Author year-wise citation data

Year	Citations
2026	46
2025	132
2024	82
2023	42
2022	40
2021	41
2020	32
2019	43
2018	25
2017	29
2016	20
2015	7
2014	5
2013	5

Yearly Citations Chart

Author citation trend

14 Years

Year-wise Citation Share

Citation percentage by year

Top Research Articles

Showing 20 articles per page

153 Articles Page 1 of 8

#	Article Details	Year
1	Image Based ECG Signal Classification Using Convolutional Neural Network. Google Scholar 👨‍🔬 S Hadiyoso, F Fahrozi, MD Sulistiyo 📚 International Journal of Online & Biomedical Engineering 16 (4), 2022	2022
2	Attribute-aware semantic segmentation of road scenes for understanding pedestrian orientations Google Scholar 👨‍🔬 MD Sulistiyo, Y Kawanishi, D Deguchi, T Hirayama, I Ide, JY Zheng, ... 📚 2018 21st International Conference on Intelligent Transportation Systems …, 2018	2018
3	Palm vein biometric identification system using local derivative pattern Google Scholar 👨‍🔬 AF Akbar, TAB Wirayuda, MD Sulistiyo 📚 2016 4th International Conference on Information and Communication …, 2016	2016
4	Analisis dan implementasi sistem pendiagnosis penyakit tuberculosis menggunakan metode case-based reasoning Google Scholar 👨‍🔬 BS Wicaksono, A Romadhony, MD Sulistiyo 📚 Seminar Nasional Aplikasi Teknologi Informasi (SNATI), 2014	2014
5	Personal palm vein identification using principal component analysis and probabilistic neural network Google Scholar 👨‍🔬 DY Perwira, TAB Wirayuda, MD Sulistiyo 📚 2014 International Conference on Information Technology Systems and …, 2014	2014
6	A combined mobilenetv2 and cbam model to improve classifying the breast cancer ultrasound images Google Scholar 👨‍🔬 M Rakha, MD Sulistiyo, D Nasien, M Ridha 📚 Journal of Applied Engineering and Technological Science (JAETS) 6 (1), 561-578, 2024	2024
7	Face image-based gender recognition using complex-valued neural network Google Scholar 👨‍🔬 S Amilia, MD Sulistiyo, RN Dayawati 📚 2015 3rd International Conference on Information and Communication …, 2015	2015
8	Retracted: Iridology-based dyspepsia early detection using linear discriminant analysis and Cascade Correlation Neural Network Google Scholar 👨‍🔬 MD Sulistiyo, RN Dayawati, PAM Pahirawan 📚 2014 2nd International Conference on Information and Communication …, 2014	2014
9	Artificial fish swarm algorithm for job shop scheduling problem Google Scholar 👨‍🔬 D Pythaloka, AT Wibowo, MD Sulistiyo 📚 2015 3rd International Conference on Information and Communication …, 2015	2015
10	Stock Price Forecasting Using Artificial Neural Network (Case Study: PT. Telkom Indonesia) Google Scholar 👨‍🔬 A Prastyo, D Junaedi, MD Sulistiyo 📚 2017 5th International Conference of Information and Communication Technology, 2017	2017
11	Evolution strategies for weight optimization of Artificial Neural Network in time series prediction Google Scholar 👨‍🔬 MD Sulistiyo, RN Dayawati, Nurlasmaya 📚 2013 International Conference on Robotics, Biomimetics, Intelligent …, 2013	2013
12	Genetic algorithm for capacitated vehicle routing problem with considering traffic density Google Scholar 👨‍🔬 R Kurniawan, MD Sulistiyo, GS Wulandari 📚 2015 international conference on information technology systems and …, 2015	2015
13	Classification of handwritten Sundanese script via transfer learning on CNN-based architectures Google Scholar 👨‍🔬 MA Prameswari, MD Sulistiyo, AF Ihsan 📚 2023 3rd International Conference on Electronic and Electrical Engineering …, 2023	2023
14	An introduction to a smart durian musang king and durian kampung classification Google Scholar 👨‍🔬 NMZ Hashim, MHAK Bahri, SM Abd Ghani, MD Sulistiyo, KAM Kassim, ... 📚 2022 2nd International Conference on Intelligent Technologies (CONIT), 1-6, 2022	2022
15	Endorsement recommendation using Instagram follower profiling Google Scholar 👨‍🔬 A Arifianto, QDAP Bayu, MD Sulistiyo, NI Wendianto, ND Anwari, ... 📚 2018 6th International Conference on Information and Communication …, 2018	2018
16	Whole-body bone scan segmentation using SegFormer Google Scholar 👨‍🔬 RFK Syam, E Rachmawati, MD Sulistiyo 📚 2023 10th International Conference on Information Technology, Computer, and …, 2023	2023
17	Balinese Script Handwriting Recognition Using Faster R-CNN Google Scholar 👨‍🔬 AA Pratama, MD Sulistiyo, AF Ihsan 📚 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (6), 1268-1275, 2023	2023
18	Indonesian vehicles number plates recognition system using multi layer perceptron neural network and connected component labelling Google Scholar 👨‍🔬 A Sitompul, MD Sulistiyo, B Purnama 📚 International Journal on Information and Communication Technology (IJoICT) 1 …, 2015	2015
19	Semantic segmentation of whole-body bone scan image using Btrfly-Net Google Scholar 👨‍🔬 DB Nugraha, E Rachmawati, MD Sulistiyo 📚 2022 14th International Conference on Information Technology and Electrical …, 2022	2022
20	Attribute-aware loss function for accurate semantic segmentation considering the pedestrian orientations Google Scholar 👨‍🔬 MD Sulistiyo, Y Kawanishi, D Deguchi, I Ide, T Hirayama, JY Zheng, ... 📚 IEICE Transactions on Fundamentals of Electronics, Communications and …, 2020	2020
21	Optical character recognition using modified direction feature and nested multi layer perceptrons network Google Scholar 👨‍🔬 MD Sulistiyo, D Saepudin, Adiwijaya 📚 2012 IEEE International Conference on Computational Intelligence and …, 2012	2012
22	Classifying gender based on face images using Vision Transformer Google Scholar 👨‍🔬 GG Tahyudin, MD Sulistiyo, M Arzaki, E Rachmawati 📚 JOIV: International Journal on Informatics Visualization 8 (1), 18-25, 2024	2024
23	Leveraging model scaling and butterfly network in the bone scan image segmentation Google Scholar 👨‍🔬 E Rachmawati, MD Sulistiyo, DB Nugraha 📚 International Journal of Computational Intelligence Systems 17 (1), 92, 2024	2024
24	Efficient flower classification using CNN with InceptionV3 transfer learning Google Scholar 👨‍🔬 F Anggara, JDAD Ximenes, MD Sulistiyo, MF Saputra, S Hadiyoso 📚 2024 12th International Conference on Information and Communication …, 2024	2024
25	Deteksi Penggunaan Masker Wajah Menggunakan YOLOv5 Google Scholar 👨‍🔬 H Dawami, E Rachmawati, MD Sulistiyo 📚 eProceedings of Engineering 10 (2), 2023	2023
26	ColAtt‐Net: In Reducing the Ambiguity of Pedestrian Orientations on Attribute‐Aware Semantic Segmentation Task Google Scholar 👨‍🔬 MD Sulistiyo, Y Kawanishi, D Deguchi, I Ide, T Hirayama, H Murase 📚 IEEJ Transactions on Electrical and Electronic Engineering 16 (2), 295-306, 2021	2021
27	Eye state prediction based on EEG signal data neural network and evolutionary algorithm optimization Google Scholar 👨‍🔬 UN Wisesty, H Priabdi, R Rismala, MD Sulistiyo 📚 Indonesian Journal on Computing (Indo-JC) 5 (1), 33-44, 2020	2020
28	Data-driven of time series decomposition on estimating geodetic secular motion around palu-koro fault zone Google Scholar 👨‍🔬 C Pratama, I Meilano, E Sunarti, S Haksama, MD Sulistiyo 📚 2020 8th International Conference on Information and Communication …, 2020	2020
29	Prediksi harga saham dengan menggunakan metode autoregressive dan algoritma kelelawar Google Scholar 👨‍🔬 B Prabawa, N Jondri, MD Sulistiyo 📚 eProceedings Eng 2 (1), 1-7, 2015	2015
30	Trash detection in surface waters using yolov8 Google Scholar 👨‍🔬 MR Arjasubrata, AM Bakir, SA Sari, MD Sulistiyo 📚 2024 11th international conference on information technology, computer, and …, 2024	2024
31	Grapevine leaves classification using various CNN model Google Scholar 👨‍🔬 FA Maulana, K Kertarajasa, YS Yasa, SA Sari, MD Sulistiyo 📚 2024 11th International Conference on Information Technology, Computer, and …, 2024	2024
32	Javanese Script Letter Detection Using Faster R-CNN Google Scholar 👨‍🔬 MH Faishal, MD Sulistiyo, AF Ihsan 📚 Indonesian Journal of Artificial Intelligence and Data Mining 6 (2), 243-251, 2023	2023
33	Pengembangan Situs Web Sebagai Pembaharu Media Informasi Taman Kanak-Kanak Islam Terpadu (TKIT) Luqmanul Hakim Bandung Google Scholar 👨‍🔬 GS Wulandari, F Sthevanie, MD Sulistiyo 📚 I-Com: Indonesian Community Journal 2 (2), 259-268, 2022	2022
34	Optimasi Genetic Algorithm Dengan Simulated Annealing untuk Multiple Depot Capacitated Vehicle Routing Problem Google Scholar 👨‍🔬 A Permana, MD Sulistiyo, GS Wulandari 📚 Indonesia Symposium On Computing 2015, ISSN: 2460 3295, 2015	2015
35	Mask Detection on Motorcyclists Using YOLOv4 Google Scholar 👨‍🔬 SS Firdauz, E Rachmawati, MD Sulistiyo 📚 Building of Informatics, Technology and Science (BITS) 4 (4), 2023	2023
36	Investigating convolution-attention model for bone scan image segmentation Google Scholar 👨‍🔬 AY Sitaba, E Rachmawati, MD Sulistiyo 📚 2023 10th International Conference on Information Technology, Computer, and …, 2023	2023
37	Multi-Temporal Factors to Analyze Indonesian Government Policies regarding Restrictions on Community Activities during COVID-19 Pandemic Google Scholar 👨‍🔬 SF Pane, A Adiwijaya, MD Sulistiyo, AA Gozali 📚 JOIV: International Journal on Informatics Visualization 7 (4), 2263-2269, 2023	2023
38	The Implementation of A-Toolips, A Learning Mobile Application for Deaf Children to Produce Words Google Scholar 👨‍🔬 RN Dayawati, MD Sulistiyo, MM Rani, RM Nistia, DN Linda, ... 📚 Jurnal Teknologi 78 (5), 2016	2016
39	Penerapan Teknik Klasifikasi pada Sistem Rekomendasi Menggunakan Algoritma Genetika Google Scholar 👨‍🔬 R Rismala, MD Sulistiyo 📚 Jurnal Ilmiah Teknologi Infomasi Terapan 2 (3), 2016	2016
40	Pengenalan Aksara Jawa Tulisan Tangan Menggunakan Directional Element Feature dan Multi Class Support Vector Machine Google Scholar 👨‍🔬 AH Nurul, MD Sulistiyo, RN Dayawati 📚 Konferensi Nasional Teknologi Informasi dan Aplikasinya 3, 2016	2016
41	Analisis dan Implementasi Ant Colony Optimization (ACO) dalam Masalah Pemotongan Bahan (Cutting Stock Problem) Non-guillotine Dua Dimensi Google Scholar 👨‍🔬 B Juliansyah, AT Wibowo, MD Sulistiyo 📚 Fakultas Informatika Institut Teknologi Telkom. Bandung, 2012	2012
42	An improved jellyfish image classification using the efficientnetb3-architectured dcnn Google Scholar 👨‍🔬 GM Firdaus, MD Sulistiyo, NMZ Hashim 📚 2024 12th International Conference on Information and Communication …, 2024	2024
43	Suspect Identification Based on Facial Recognition from CCTV Using Hybrid Bat Algorithm Google Scholar 👨‍🔬 SA Sari, MD Sulistiyo 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
44	Impersonation Attacks Detection in Online Exams Through Static Photo Analysis with Similarity Score Google Scholar 👨‍🔬 MA Nugroho, M Abdurohman, B Erfianto, MD Sulistiyo 📚 2023 International Seminar on Intelligent Technology and Its Applications …, 2023	2023
45	Comparative analysis of filtering techniques in eye landmark tracking: Kalman, Savitzky-Golay, and Gaussian Google Scholar 👨‍🔬 MA Nugroho, M Abdurohman, B Erfianto, MD Sulistiyo, AA Kasim 📚 2023 International Conference on Electrical, Communication and Computer …, 2023	2023
46	Performance boost of attribute-aware semantic segmentation via data augmentation for driver assistance Google Scholar 👨‍🔬 MD Sulistiyo, Y Kawanishi, D Deguchi, I Ide, T Hirayama, H Murase 📚 2020 8th International Conference on Information and Communication …, 2020	2020
47	Analisis dan Implementasi Elman Recurrent Neural Network dan Firefly Algorithm pada Prediksi Harga Minyak Mentah Google Scholar 👨‍🔬 DS Purnomo, AT Wibowo, MD Sulistiyo 📚 Telkom Univ., 2014	2014
48	Pengembangan Chatbot dan Pengoptimalan Mesin Pencarian untuk Meningkatkan Pemasaran dan Layanan Bisnis Lumina Indonesia Google Scholar 👨‍🔬 MD Sulistiyo, F Sthevanie, GS Wulandari 📚 Jurnal Pengabdian Masyarakat Bhinneka 4 (1), 245-255, 2025	2025
49	Exploring ReLU activation functions in CNN for handwritten sundanese script recognition Google Scholar 👨‍🔬 RR Akram, MD Sulistiyo, AF Ihsan, PE Yunanto, D Richasdy, M Arzaki 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
50	Noisy Image Filtering Methods for an Improved Sundanese Script Handwriting Classification Google Scholar 👨‍🔬 DF Ramadan, MD Sulistiyo, AF Ihsan 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
51	Client-side virtual camera impersonation attacks detection on automatic proctoring exam Google Scholar 👨‍🔬 MA Nugroho, M Abdurohman, B Erfianto, MD Sulistiyo 📚 2023 11th International Conference on Information and Communication …, 2023	2023
52	Polyp identification from a colonoscopy image using semantic segmentation approach Google Scholar 👨‍🔬 WH Rafi, MD Sulistiyo, S Hadiyoso, UN Wisesty 📚 vol 5, 423-431, 2023	2023
53	Klasifikasi Gender Berdasarkan Citra Wajah Menggunakan Vision Transformer Google Scholar 👨‍🔬 GG Tahyudin 📚 Universitas Telkom, S1 Informatika, 2022	2022
54	Identifying Image of the Correct Use of Face Mask Using Semantic Segmentation Technique Google Scholar 👨‍🔬 BA Wicaksono, MD Sulistiyo, E Rachmawati, TA Nugraha, NMZB Hashim 📚 2022 International Conference on Advanced Creative Networks and Intelligent …, 2022	2022
55	Pelatihan Bahasa Pemrograman Python untuk Meningkatkan Kemampuan Pemrograman bagi Siswa Kelas X SMK Telkom Bandung Google Scholar 👨‍🔬 F Sthevanie, GS Wulandari, MD Sulistiyo 📚 Pros. Semin. Nas. Has. Pengabdi. Kpd. Masy.” Penguatan Hum. Capital …, 2021	2021
56	CityWalks: An extended dataset for attribute-aware semantic segmentation Google Scholar 👨‍🔬 MD Sulistiyo, Y Kawanishi, D Deguchi, I Ide, T Hirayama, H Murase 📚 Proceedings of 2019 Electric/Electronic/Information Engineering Related …, 2019	2019
57	A preliminary study of attribute-aware semantic segmentation for pedestrian understanding Google Scholar 👨‍🔬 MD Sulistiyo, Y Kawanishi, D Deguchi, I Ide, H Murase 📚 Proc. 2017 Electric/Electronic/Information Engineering Related Society Tokai …, 2017	2017
58	Analisis Penggunaan Algoritma Genetika untuk Pemilihan Cluster Head pada Routing Protocol di Wireless Sensor Network Google Scholar 👨‍🔬 P Wibowo, H Nuha, M Sulistiyo	2014
59	Implementasi Algoritma Genetika pada Penjadwalan Sidang Tugas Akhir Fakultas Informatika Google Scholar 👨‍🔬 B Ardhianto, B Pudjoatmodjo, MD Sulistyo 📚 Bandung: Universitas Telkom, 2014	2014
60	Real-Time Detection of Student Drowsiness in Online Learning Environments Using YOLO11 Google Scholar 👨‍🔬 M Hanif, MD Sulistiyo, F Sthevanie 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
61	Menjembatani Teknologi dan Spiritualitas: Pengenalan Artificial Intelligence di Pondok Pesantren melalui Workshop Kolaboratif Google Scholar 👨‍🔬 MD Sulistiyo, D Adytia, ZKA Baizal, R Mohamed, NW Zamani, NM Sharef 📚 I-Com: Indonesian Community Journal 5 (3), 1320-1329, 2025	2025
62	A comparative analysis of YOLOv12 and RFDETR for weapon detection in CCTV footage Google Scholar 👨‍🔬 MS Aqilla, MG Abdurahman, AB Hendry, MR Arjasubrata, MD Sulistiyo 📚 2025 5th International Conference of Science and Information Technology in …, 2025	2025
63	Pengembangan Media Komunikasi SD Ar-Rafi’Bandung Dalam Bentuk Jurnal Digital dan Chatbot Informasi Layanan Google Scholar 👨‍🔬 F Sthevanie, GS Wulandari, MD Sulistiyo 📚 The Proceeding of Community Service and Engagement (COSECANT) Seminar 4 (2), 2024	2024
64	Pengembangan Website Sebagai Solusi Digitalisasi Informasi di Rukun Warga 10 Desa Cipagalo Kecamatan Bojongsoang Google Scholar 👨‍🔬 F Sthevanie, GS Wulandari, M Sulistiyo 📚 Jurnal Abdimas Kartika Wijayakusuma 5 (1), 1-12, 2024	2024
65	Meticulous Acquisition System for Tracking User’s Natural Kinetics (MAS TUNK): An Approach in Eye Tracking Dataset Collection for Neural Network Training Google Scholar 👨‍🔬 MA Nugroho, M Abdurohman, B Erfianto, MD Sulistiyo 📚 Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 1-8, 2024	2024
66	Semantic Segmentation for Fruit Freshness Identification Using U-Net Google Scholar 👨‍🔬 FF Aradhana, MD Sulistiyo, E Rachmawati, S Hadiyoso, NMZ Hashim, ... 📚 2024 12th International Conference on Information and Communication …, 2024	2024
67	Semantic Segmentation of Anatomical Structures in Posterior-Anterior Chest X-Ray Image Using U-Net Google Scholar 👨‍🔬 B Kurniawan, MD Sulistiyo, S Hadiyoso, NMZB Hashim 📚 2023 11th International Conference on Information and Communication …, 2023	2023
68	Semantic segmentation for identifying road surface damages using lightweight encoder-decoder network Google Scholar 👨‍🔬 H Abdussyukur, MD Sulistiyo, E Rachmawati, MM Arief, G Kosala 📚 2022 International Conference on Advanced Creative Networks and Intelligent …, 2022	2022
69	Multi-Depot Vehicle Routing Problem with Time Window Menggunakan Adaptive Genetic Algorithm dengan Fuzzy Logic Controller Google Scholar 👨‍🔬 TK Fazarudin, MD Sulistiyo, GS Wulandari 📚 Jurnal Teknologi 8 (2), 135-142, 2015	2015
70	Aplikasi Elektronik Braille Menggunakan Perangkat Layar Sentuh Berbasis Android Sebagai Media Komunikasi Penyandang Tuna Netra Google Scholar 👨‍🔬 M Fauzan, A Jundullah, S Zhuhriyami, MD Sulistiyo, GB Satrya 📚 SEMNASTEKNOMEDIA ONLINE 3 (1), 4-4-99, 2015	2015
71	Pengenalan aksara jawa tulisan tangan menggunakkan directional element feature dan multi class support vector machine Google Scholar 👨‍🔬 AHN AI, MD Sulistiyo, RN Dayawati 📚 Konferensi Nasional Teknologi Informasi dan Aplikasinya 13, 2014	2014
72	Analisis Pengalokasian Subcarrier pada SC-FDMA Menggunakan Algoritma Genetika Google Scholar 👨‍🔬 A Raghutama, A Fahmi, MD Sulistiyo 📚 Telkom University, Open Library, 2013	2013
73	Pengenalan Tanda Tangan Dengan Menggunakan Probabilistik Neural Network Google Scholar 👨‍🔬 MID Putra, A Romadhony, MD Sulistiyo 📚 Bandung. Institute Teknologi Telkom, 2013	2013
74	Analisis dan Implementasi Optical Character Recognition (OCR) Menggunakan Jaringan Syaraf Tiruan (JST) untuk Pengenalan Aksara Sunda Baku Google Scholar 👨‍🔬 EF Malik, B Purnama, MD Sulistiyo 📚 Bandung, Jurnal Informatika Institut Teknologi Telkom, 2012	2012
75	Recognition of Balinese, Javanese, and Sundanese Scripts Using CNN with VGG-16 Architecture Google Scholar 👨‍🔬 TP Nindya, MD Sulistiyo, UN Wisesty 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
76	Instance Segmentation for Road Damage Identification Using YOLOv8 Google Scholar 👨‍🔬 FA Maulana, MD Sulistiyo, G Kosala 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
77	Boosting the Performance of YOLOv11-based Trash Detection Model in a Waterway Google Scholar 👨‍🔬 MR Arjasubrata, MD Sulistiyo, H Murase 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
78	Advancing Vehicle Logo Detection with DETR to Handle Small Logos and Low-Quality Images Google Scholar 👨‍🔬 RF Ubaidillah, MD Sulistiyo, G Kosala, E Rachmawati, D Haryadi 📚 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 9 (4), 796-804, 2025	2025
79	Hybrid Multi-Objective Metaheuristic Machine Learning for Optimizing Pandemic Growth Prediction Google Scholar 👨‍🔬 A Adiwijaya, SF Pane, MD Sulistiyo, AA Gozali 📚 Journal of Applied Data Sciences 6 (4), 2938-2958, 2025	2025
80	PSO-enhanced ensemble techniques for pandemic prediction and feature importance analysis. Google Scholar 👨‍🔬 SF Pane, MD Sulistiyo, AA Gozali 📚 International Journal of Advances in Intelligent Informatics 11 (4), 2025	2025
81	Comparative analysis of CNN and transformer models for cigarette and e-cigarette detection Google Scholar 👨‍🔬 T Sabrina, I Damayanti, I Mahardika, MR Arjasubrata, MD Sulistiyo 📚 2025 8th International Seminar on Research of Information Technology and …, 2025	2025
82	Optimizing CNN Hyperparameters for Accurate Brain Computed Tomography Image Classification Google Scholar 👨‍🔬 G Khoerunnisa, BV Mone, MD Nastiti, MD Sulistiyo, PE Yunanto 📚 2024 12th International Conference on Information and Communication …, 2024	2024
83	Fashion Parsing and Identification for E-Commerce Using Semantic Segmentation Google Scholar 👨‍🔬 MF Audianto, MD Sulistiyo, E Rachmawati, S Hadiyoso 📚 2024 12th International Conference on Information and Communication …, 2024	2024
84	A Comparative Analysis of CNN and Vision Transformer Models for Smoker Identification Google Scholar 👨‍🔬 PA Atmajaya, MRY Yusuf, NK Kusumawardhani, MD Sulistiyo, AF Ihsan 📚 2024 12th International Conference on Information and Communication …, 2024	2024
85	Vowel recognition for speech disorder patients via analysis on Mel-Frequency Cepstral Coefficient (MFCC) images Google Scholar 👨‍🔬 NSA Azhar, NMZ Hashim, MBM Ibrahim, MD Sulistiyo 📚 Journal of Theoretical and Applied Information Technology 101 (13), 5418, 2023	2023
86	Automatic Clothesline Puller Google Scholar 👨‍🔬 NMZ Hashim, MAA Adnan, SA Anas, ZA Ghani, N Noor, MD Sulistiyo 📚 International Action Research Competition, 2022	2022
87	Attribute-aware Semantic Segmentation from In-vehicle Camera Google Scholar 👨‍🔬 MD Sulistiyo 📚 (No Title), 2021	2021
88	Malay Language Vowel Recognition using Image Outlook via Convolution Neural Network (CNN) Google Scholar 👨‍🔬 NMZ Hashim, NAH Zahri, MD Sulistiyo, MJA Latif, AM Darsono, ... 📚 International Conference on Emotions and Multidisciplinary Approaches-ICEMA …, 2021	2021
89	Implementation of evolution strategies for classifier model optimization Google Scholar 👨‍🔬 MD Sulistiyo, R Rismala 📚 Indonesian Journal on Computing (Indo-JC) 1 (2), 13-26, 2016	2016
90	OPTICAL CHARACTER RECOGNITION PADA SMART PHONE MENGGUNAKAN CONTOUR ANALYSIS DAN FEATURE PRESELECTION Google Scholar 👨‍🔬 DC Nugroho, MD Sulistiyo, B Purnama 📚 SESINDO 2014 2014, 2014	2014
91	Prediksi Harga Saham Menggunakan Kombinasi Wavelet Transform dan Artificial Neural Network Google Scholar 👨‍🔬 MA Hasan, J Jondri, M Sulistiyo 📚 eProceedings of Engineering 1 (1), 2014	2014
92	Prediksi Penyakit Jantung dengan Algoritma Classification and Regression Tree (CART) Google Scholar 👨‍🔬 NA Puteri, W Maharani, MD Sulistiyo 📚 IT Telkom, Program Studi Teknik Informatika, Skripsi. Bandung: IT Telkom, 2013	2013
93	Analisis dan Implementasi Pseudo-Relevance Feedback dengan Kueri Expansion menggunakan Term Selection Value Google Scholar 👨‍🔬 M Fachruddin 📚 Universitas Telkom, 2013	2013
94	Analisis dan Implementasi Sistem Fuzzy dan Evolutionary Programming pada Pengaturan Lampu Lalu Lintas Cerdas Google Scholar 👨‍🔬 MD Sulistiyo 📚 Konferensi Nasional ICT-M Politeknik Telkom, 2011	2011
95	Deteksi cacat daun teh camellia sinensis dengan pengolahan Citra digital dan probabilistic neural network Google Scholar 👨‍🔬 Y Prihandana, A Romadhony, MD Suliiyo 📚 Teknik Telekomunikasi, Fakultas Teknik Elektro, Universitas Telkom, 2011	2011
96	Towards Enhanced Detection of Website Defacement: A Hybrid Model Combining Transformer NLP and MITRE ATT&CK TTPs. Google Scholar 👨‍🔬 HA Prasetyo, V Suryani, MD Sulistiyo 📚 International Journal of Intelligent Engineering & Systems 19 (2), 2026	2026
97	Skin Cancer Classification from Dermoscopic Images based on Convolutional Neural Network and Vision Transformer Google Scholar 👨‍🔬 G Mengyun, H Hamdan, MD Sulistiyo, AD Khalaf 📚 Pertanika Journal of Science & Technology 34 (2), 625, 2026	2026
98	Predictive COVID-19 Pandemic Modeling: A Systematic Literature Review of Multi-Objective Metaheuristic and Machine Learning Approaches Google Scholar 👨‍🔬 SF Pane, MD Sulistiyo, AA Gozali, A Adiwijaya 📚 University of Bahrain, 2026	2026
99	Modified Hybrid Pooling on FaceNet Embedding to Enhance a Surveillance-Based Suspect Detection System Google Scholar 👨‍🔬 SA Sari, MD Sulistiyo 📚 JOIV: International Journal on Informatics Visualization 10 (3), 1239-1246, 2026	2026
100	Vowel Recognition for Rehabilitation Assessment of Speech Disorder Patients via Multi-source Frequency Spectrum Images Google Scholar 👨‍🔬 NSA Azhar, NMZ Hashim, MM Ibrahim, MD Sulistiyo 📚 Baghdad Science Journal 22 (1), 319-334, 2025	2025
101	Segmentation of Hepatic Steatosis in a Histopathological Image Using U-Net-based Architecture Google Scholar 👨‍🔬 IY Alimansyah, MD Sulistiyo, TAB Wirayuda 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
102	Classification of Bean Leaf Lesions Using Modified EfficientNetV2 for Implementation in TensorFlow Lite Google Scholar 👨‍🔬 MA Makruf, FAD Putra, AR Hidayah, MD Sulistiyo 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
103	Road Damage Semantic Segmentation Using LETNet Google Scholar 👨‍🔬 VF Al Rasyid, MD Sulistyo, AF Ihsan, NMZ Hashim, H Murase 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
104	Exploring Multi-Angle Imaging for Food Safety and Security Through Computer Vision Google Scholar 👨‍🔬 NDA Razali, NMZ Hashim, MNAC Hamid, MD Sulistiyo, NZ Abd Rahman, ... 📚 2025 Multimedia University Engineering Conference (MECON), 1-6, 2025	2025
105	AND Gate Perceptron for Word Prediction: A Comparative Study on Normal and Aphasic Communication Google Scholar 👨‍🔬 NSA Azhar, NMZ Hashim, MAIM Asramiza, MM Ibrahim, NZ Abd Rahman, ... 📚 2025 Multimedia University Engineering Conference (MECON), 1-6, 2025	2025
106	Pemutakhiran Website Jurnal Digital Sebagai Media Komunikasi dan Dokumentasi Kegiatan Siswa Pada SD Ar Rafi’Bandung Google Scholar 👨‍🔬 MD Sulistiyo, F Sthevanie, GS Wulandari 📚 Jurnal Pengabdian Masyarakat Bhinneka 3 (4), 1035-1042, 2025	2025
107	Pest Detection in Residential Areas from a CCTV Viewpoint Using SSD and MobileNet-v2 Google Scholar 👨‍🔬 RA Yuwanata, MD Sulistiyo, E Ferdian 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
108	Exploring the Performance of Machine Learning: A Case Analysis of Website Defacement Detection Google Scholar 👨‍🔬 HA Prasetyo, V Suryani, MD Sulistiyo 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
109	EfficientNetV2B0 Hyperparameter Optimization with Metaheuristic Algorithm on Lung Cancer Detection from Lung CT Scan Google Scholar 👨‍🔬 K Kertarajasa, UN Wisesty, MD Sulistiyo 📚 2025 International Conference on Advanced Technologies in Energy and …, 2025	2025
110	BJS-CNN: CNN-based Script-level and Character-level Classifications for Balinese, Javanese, and Sundanese Scripts Google Scholar 👨‍🔬 AR Rashid, MD Sulistiyo, E Ferdian 📚 2025 10th International Conference on Information Technology and Digital …, 2025	2025
111	CNN-LSTM for Mitigating Overfitting in PPG Sensor-Based Stress Detection Google Scholar 👨‍🔬 TM Siregar, AG Putrada, MD Sulistiyo 📚 2025 IEEE International Conference on Technology, Informatics, Management …, 2025	2025
112	Cigarette Detection in Social Media Videos Using YOLOv11 Google Scholar 👨‍🔬 I Damayanti, MD Sulistiyo 📚 2025 International Conference on Informatics, Multimedia, Cyber and …, 2025	2025
113	Classification of Soto Image Based on Regions in Indonesia Using CNN-Based Model and Attention Mechanism Google Scholar 👨‍🔬 RA Waluya, MD Sulistiyo 📚 2025 International Conference on Informatics, Multimedia, Cyber and …, 2025	2025
114	Functional AI-based Technology for Islamic Motion and Action Handling (FATIMAH) Google Scholar 👨‍🔬 NMZ Hashim, MH Rosly, NAH Zahri, M Khairi, M Zambri, R Nordin, ...	2024
115	Pengembangan Website untuk Pembaruan Media Informasi dan Promosi FJ Studio Bandung dengan memanfaatkan Google Sites Google Scholar 👨‍🔬 GS Wulandari, MD Sulistiyo, F Sthevanie 📚 I-Com: Indonesian Community Journal 4 (1), 311-322, 2024	2024
116	Real-time Guitar Chord Recognition Using Keypoint Detection and Neural Network-Based Inter-Keypoint Distance Classifier Google Scholar 👨‍🔬 MR Rasyid, MD Sulistiyo, F Sthevanie, GS Wulandari, D Haryadi 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
117	Improving German Traffic Signs Classification Using Deep Convolutional Neural Networks Google Scholar 👨‍🔬 F Labib, FA Syamsir, WODB Avista, MD Sulistiyo 📚 2024 12th International Conference on Information and Communication …, 2024	2024
118	Investigating Support Vector Machine for Gender Identification Google Scholar 👨‍🔬 A Nabilah'Izzaturrahmah, RW Muhammadia, RA Sutopo, MD Sulistiyo, ... 📚 2024 12th International Conference on Information and Communication …, 2024	2024
119	Evaluating Transfer Learning with EfficientNetB0 for Smoking Image Classification Google Scholar 👨‍🔬 RA Hafizh, A Zefrinaldi, MD Sulistiyo 📚 2024 International Conference on Innovation and Intelligence for Informatics …, 2024	2024
120	Peningkatan Wawasan Kecerdasan Artifisial di SMK Telkom Bandung Melalui Kegiatan Workshop Google Scholar 👨‍🔬 MD Sulistiyo, F Sthevanie, GS Wulandari 📚 Charity: Jurnal Pengabdian Masyarakat 6 (1), 15-23, 2023	2023
121	Aerial Image-Based Semantic Segmentation for Forest Fire Identification Google Scholar 👨‍🔬 NA Salma, MD Sulistiyo, F Sthevanie, GS Wulandari 📚 2023 International Conference on Artificial Intelligence Robotics, Signal …, 2023	2023
122	Peer-Review Statements Google Scholar 👨‍🔬 MD Sulistiyo, RA Nugraha 📚 Proceedings of the International Conference on Enterprise and Industrial …, 2023	2023
123	AquaAI: Harnessing Computer Vision for Tropical Fish Species Identification in Veterinary Care Google Scholar 👨‍🔬 NMZ Hashim, HN Razali, A Jaafar, MD Sulistiyo, MFM Sam, A Rahmat, ...	2022
124	Analysis on vowel/e/in Malay language recognition via convolution neural network (CNN) Google Scholar 👨‍🔬 NMZ Hashim, NAH Zahri, MJ ABD, MDWI SULISTIYO, AI KAMARUDDIN 📚 Journal of Theoretical and Applied Information Technology 100 (5), 1301-1318, 2022	2022
125	A deep learning-based smart application for malay vowel recognition toward rehabilitation treatment Google Scholar 👨‍🔬 NSA Azhar, NMZ Hashim, AI Kamaruddin, M Kamal, MD Sulistiyo 📚 Engineering Technology International Conference (ETIC 2022) 2022, 525-531, 2022	2022
126	Hello everyone! This volume contains the papers presented at ICACNIS 2022: The 2022 International Con-ference on Advanced Creative Networks and Intelligent Systems held on … Google Scholar 👨‍🔬 MD Sulistiyo	2022
127	LSTM and ARIMA for Forecasting COVID-19 Positive and Mortality Cases in DKI Jakarta and West Java Google Scholar 👨‍🔬 SF Pane, MD Sulistiyo, AA Gozali 📚 2022 Seventh International Conference on Informatics and Computing (ICIC), 1-6, 2022	2022
128	Implementasi Penentuan Kehandalan Perangkat Lunak A-TooLips (Perangkat Lunak Untuk Penyandang Tuna Rungu) Berdasarkan Data Failure Google Scholar 👨‍🔬 B Pudjoatmodjo, RN Dayawati, MD Sulistiyo 📚 SEMNASTEKNOMEDIA ONLINE 4 (1), 2-9-31, 2016	2016
129	Sistem Identifikasi Individu Berbasis Palm Vein Dengan Metode Local Binary Pattern Google Scholar 👨‍🔬 RL Hadi, TAB Wirayuda, MD Sulistiyo 📚 eProceedings of Engineering 2 (2), 2015	2015
130	Analisis dan Implementasi Pengenalan Wajah Berbasis Video dengan Menggunakan Algoritma Viola Jones dan SVM (Support Vector Machine) Google Scholar 👨‍🔬 M Harahap, B Purnama, MD Sulistiyo 📚 eProceedings of Engineering 2 (3), 2015	2015
131	Retraction Notice: Iridology-based dyspepsia early detection using linear discriminant analysis and Cascade Correlation Neural Network Google Scholar 👨‍🔬 MD Sulistiyo, RN Dayawati, PAM Pahirawan 📚 2014 2nd International Conference on Information and Communication …, 2014	2014
132	Implementasi Metode Improved Adaptive Gaussian Mixture Model Background Subtraction dan Haar-Like Features untuk menganalisis status kepadatan kendaraan yang melintas di suatu … Google Scholar 👨‍🔬 HN Saidy 📚 Universitas Telkom, 2014	2014
133	Pengembangan Skema Ontologi Menggunakan Metode KACTUS (Studi Kasus: Data Obat pada RSUD Kabupaten Ciamis) Google Scholar 👨‍🔬 RP Mardhany 📚 Pengembangan Skema Ontologi Menggunakan Metode KACTUS (Studi Kasus: Data …, 2013	2013
134	Klasifikasi Tipe Suara Manusia Berdasarkan Jangkauan Wilayah Vokal Menggunakan Metode Jaringan Syaraf Tiruan (JST) dengan Algoritma Pelatihan Levenberg-Marquardth (LM) Google Scholar 👨‍🔬 ASK Wardhani 📚 Universitas Telkom, S1 Informatika, 2013	2013
135	Aplikasi Agenda Surat Keluar Masuk (Study Kasus: Polda Jawa Barat) Google Scholar 👨‍🔬 T Mutiah 📚 Universitas Telkom, 2011	2011
136	VOWEL’S CLASSIFICATION FOR STROKE PATIENTS THROUGH REHABILITATION PERFORMANCE VIA IMAGE-PROFILED SOUND DATA Google Scholar 👨‍🔬 NSA Azhar, NMZ Hashim, AI Kamaruddin, NAH Zahri, MD Sulistiyo	2006
137	Analisis dan Implementasi Mixed Binarization Method pada Aplikasi OCR di Perangkat Mobile Berbasis Android Google Scholar 👨‍🔬 AM Kurnia, B Purnama, MD Sulistiyo
138	Sistem Deteksi Plagiat menggunakan Algoritma Winnowing dan Synonym Recognition dengan Pemilihan Dokumen Uji Bahasa Indonesia Google Scholar 👨‍🔬 Y Kumalasari, A Romadhony, MD Sulistiyo
139	Analisis dan Implementasi Adaptive Network-based Fuzzy Inference System (ANFIS) untuk Klasifikasi Genre Musik Google Scholar 👨‍🔬 YD Permana, B Pudjoatmodjo, MD Sulistiyo
140	Analisis dan Implementasi ECA untuk Memecahkan Masalah Pemotongan Stok Dua Dimensi Persegi Panjang Google Scholar 👨‍🔬 FR Ulfianita, AT Wibowo, MD Sulistiyo
141	Analisis dan Implementasi Krill Herd Algorithm (KHA) dalam Masalah Pemotongan Bahan (Cutting Stock Problem) Non-guillotine Dua Dimensi Google Scholar 👨‍🔬 Jeffrey, AT Wibowo, MD Sulistiyo
142	APLIKASI KONSELING PEER MENTOR DAN PENGELOLAAN EVENT CDC IT TELKOM BERBASIS WEB Google Scholar 👨‍🔬 A Maduratri, SW Kemas Rahmat, MD Sulistiyo
143	Analisis dan Implementasi Algoritma Artificial Immune System Dalam Masalah Pemotongan Bahan (Cutting Stock Problem) Google Scholar 👨‍🔬 AM Farid, AT Wibowo, MD Sulistiyo
144	Klasifikasi Emosi pada Opini Teks Bahasa Indonesia Menggunakan Vector Space Model Google Scholar 👨‍🔬 Nilamsari, W Maharani, MD Sulistiyo
145	Prediksi Data Time Series Magnitude Gempa Bumi menggunakan Algoritma Cuckoo Search (CS) sebagai Metode Pelatihan Multi Layer Perceptron (MLP) Google Scholar 👨‍🔬 IDM Widiana, A Romadhony, MD Sulistiyo
146	Pelatihan Jaringan Syaraf Tiruan Menggunakan Genetic Algorithm dan Particle Swarm Optimization pada Prediksi Time Series Curah Hujan Google Scholar 👨‍🔬 BG Aji, MD Sulistyo, UN Wisesty
147	PENJADWALAN JOB SHOP MENGGUNAKAN ARTIFICIAL FISH SWARM ALGORITHM (AFSA) Google Scholar 👨‍🔬 D Pythaloka, AT Wibowo, MD Sulistiyo
148	ANALISIS DAN IMPLEMENTASI COLLABORATIVE FILTERING MENGGUNAKAN STRATEGI SMOOTHING DAN FUSING PADA RECOMMENDER SYSTEM ANALYSIS AND IMPLEMENTATION COLLABORATIVE FILTERING USING … Google Scholar 👨‍🔬 W Rismawan, AT Wibowo, MD Sulistyo
149	An Introduction to Intelligent Latex Substance Rain Shelter System via A Smart Control for the Conventional Rubber Plantation Worker Training Course Google Scholar 👨‍🔬 NMZ Hashim, AMNZA Marjoki, RSS Singh, A Jaafar, SM Abd Ghani, ...
150	A Study on Differences Between Position and Direction for Homograph Words in Kelantan Malay Dialect via a Smart Word Recognition Google Scholar 👨‍🔬 AI Kamaruddin, MD Sulistiyo
151	Abdillah, Muhammad Ani Arnomo, Sasa Google Scholar 👨‍🔬 S Anwar, N Cahyani, M Fachrie, F Hamami, S Hamid, M Haris, I Indrawati, ...
152	Steering Committees Google Scholar 👨‍🔬 A Adiwijaya, ZKA Baizal, D Adytia, A Ardiyanti, A Gandhi, H Huda, ...
153	Advance and Reliable Cooking Oil Frequency Usage Classification via Deep Vision Analysis of Challenging Visual Features Google Scholar 👨‍🔬 NDA Razali, NMZ Hashim, MNAC Hamid, MM Ibrahim, F Syahrial, ...

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