Satria Mandala

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

Telkom University, Bandung Indonesia

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Satria Mandala

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Author Impact Score

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

16.66

Author impact score

833 Citations 2024 - 2026

50 Documents 2024 - 2026

Total Citations

1,938

Scholar + author-added

H-Index

25

research impact

I10-Index

41

quality score

Articles Found

160

merged research works

Top Performing Year

2025

412 citations

Tier

T2

CiteScore rank tier

Author CiteScore

16.66

Upward trend

Avg Citations / Year

112.76

yearly average

Citations / Article

12.11

impact efficiency

Citation Trend

82

Declining trend

Most Cited Article

A review of current routing attacks in ...

180 citations

Smart Insight Box

Auto Summary

Top citation year was 2025 with 412 citations. Average citations per year stand at 112.76. Each indexed article contributes around 12.11 citations on average. Latest Author Impact Score for 2026 is 16.66, indicating a upward trend. Current H-index is 25 and I10-index is 41. Most cited article currently has 180 citations. Recent yearly citation pattern indicates a declining trend.

Author Impact Score Trend

15 Years

Most Cited

180 Citations

Year: 2008

A review of current routing attacks in mobile ad hoc networks

RH Khokhar, MA Ngadi, S Mandala

International journal of computer science and security 2 (3), 18-29, 2008

Yearly Citations

Author year-wise citation data

Year	Citations
2026	82
2025	412
2024	339
2023	225
2022	154
2021	112
2020	82
2019	94
2018	66
2017	96
2016	59
2015	46
2014	34
2013	36
2012	31
2011	33
2010	16

Yearly Citations Chart

Author citation trend

17 Years

Year-wise Citation Share

Citation percentage by year

Top Research Articles

Showing 20 articles per page

160 Articles Page 1 of 8

#	Article Details	Year
1	A review of current routing attacks in mobile ad hoc networks Google Scholar 👨‍🔬 RH Khokhar, MA Ngadi, S Mandala 📚 International journal of computer science and security 2 (3), 18-29, 2008	2008
2	Trust management in vehicular ad hoc network: a systematic review Google Scholar 👨‍🔬 SA Soleymani, AH Abdullah, WH Hassan, MH Anisi, S Goudarzi, ... 📚 EURASIP Journal on Wireless Communications and Networking 2015 (1), 146, 2015	2015
3	A survey on MANET intrusion detection Google Scholar 👨‍🔬 S Mandala, MA Ngadi, AH Abdullah 📚 International Journal of Computer Science and Security 2 (1), 1-11, 2007	2007
4	ECG Parameters for Malignant Ventricular Arrhythmias: A Comprehensive Review Google Scholar 👨‍🔬 S Mandala, T Cai Di 📚 Journal of Medical and Biological Engineering, 2017	2017
5	Content based image retrieval using colour strings comparison Google Scholar 👨‍🔬 K Jenni, S Mandala, MS Sunar 📚 Procedia Computer Science 50, 374-379, 2015	2015
6	Advances of ecg sensors from hardware, software and format interoperability perspectives Google Scholar 👨‍🔬 K Husain, MS Mohd Zahid, S Ul Hassan, S Hasbullah, S Mandala 📚 Electronics 10 (2), 105, 2021	2021
7	Detection of DoS attack using AdaBoost algorithm on IoT system Google Scholar 👨‍🔬 S Rachmadi, S Mandala, D Oktaria 📚 2021 International Conference on Data Science and Its Applications (ICoDSA …, 2021	2021
8	ECG-based prediction algorithm for imminent malignant ventricular arrhythmias using decision tree Google Scholar 👨‍🔬 S Mandala, T Cai Di, MS Sunar, Adiwijaya 📚 Plos one 15 (5), e0231635, 2020	2020
9	Accurate computing of facial expression recognition using a hybrid feature extraction technique Google Scholar 👨‍🔬 J Kommineni, S Mandala, MS Sunar, PM Chakravarthy 📚 The Journal of Supercomputing 77 (5), 5019-5044, 2021	2021
10	The effects of Daubechies wavelet basis function (DWBF) and decomposition level on the performance of artificial intelligence-based atrial fibrillation (AF) detection based on … Google Scholar 👨‍🔬 S Mandala, AR Pratiwi Wibowo, Adiwijaya, Suyanto, MSM Zahid, A Rizal 📚 Applied Sciences 13 (5), 3036, 2023	2023
11	Detection of myocardial infarction using hybrid models of convolutional neural network and recurrent neural network Google Scholar 👨‍🔬 S Hasbullah, MS Mohd Zahid, S Mandala 📚 BioMedInformatics 3 (2), 478-492, 2023	2023
12	Enhanced myocardial infarction identification in phonocardiogram signals using segmented feature extraction and transfer learning-based classification Google Scholar 👨‍🔬 S Mandala, SS Amini, AR Syaifullah, M Pramudyo, S Nurmaini, ... 📚 IEEE access 11, 136654-136665, 2023	2023
13	Review of semi-supervised method for intrusion detection system Google Scholar 👨‍🔬 S Fitriani, S Mandala, MA Murti 📚 2016 Asia Pacific Conference on Multimedia and Broadcasting (APMediaCast), 36-41, 2016	2016
14	An improved method to detect arrhythmia using ensemble learning-based model in multi lead electrocardiogram (ECG) Google Scholar 👨‍🔬 S Mandala, A Rizal, Adiwijaya, S Nurmaini, S Suci Amini, ... 📚 Plos one 19 (4), e0297551, 2024	2024
15	Performance analysis of wavelet-based denoising techniques for ECG signal Google Scholar 👨‍🔬 S Mandala, YN Fuadah, M Arzaki, FE Pambudi 📚 2017 5th International Conference on Information and Communication …, 2017	2017
16	A systematic review of security in vehicular ad hoc network Google Scholar 👨‍🔬 S Goudarzi, AH Abdullah, S Mandala, SA Soleymani, MAR Baee, ... 📚 Proc. 2nd Symp. WSCN, 1-10, 2013	2013
17	BRAIN-F: Beacon rate adaption based on fuzzy logic in vehicular ad hoc network Google Scholar 👨‍🔬 SA Soleymani, AH Abdullah, MH Anisi, A Altameem, WH Hasan, ... 📚 International journal of fuzzy systems 19 (2), 301-315, 2017	2017
18	Pre-processing image database for efficient Content Based Image Retrieval Google Scholar 👨‍🔬 K Jenni, S Mandala 📚 2014 International Conference on Advances in Computing, Communications and …, 2014	2014
19	A review of blackhole attack in mobile adhoc network Google Scholar 👨‍🔬 S Mandala, AH Abdullah, AS Ismail, H Haron, MA Ngadi, Y Coulibaly 📚 2013 3rd International Conference on Instrumentation, Communications …, 2013	2013
20	Study of feature extraction algorithms on photoplethysmography (ppg) signals to detect coronary heart disease Google Scholar 👨‍🔬 MF Ihsan, S Mandala, M Pramudyo 📚 2022 International Conference on Data Science and Its Applications (ICoDSA …, 2022	2022
21	Quantifying the severity of blackhole attack in wireless mobile adhoc networks Google Scholar 👨‍🔬 S Mandala, K Jenni, MA Ngadi, M Kamat, Y Coulibaly 📚 International Symposium on Security in Computing and Communication, 57-67, 2014	2014
22	Secure burst control packet scheme for Optical Burst Switching networks Google Scholar 👨‍🔬 Y Coulibaly, AAI Al-Kilany, MS Abd Latiff, G Rouskas, S Mandala, ... 📚 2015 IEEE International Broadband and Photonics Conference (IBP), 86-91, 2015	2015
23	Towards next-generation routing protocols for pocket switched networks Google Scholar 👨‍🔬 TE Amah, M Kamat, W Moreira, KA Bakar, S Mandala, MA Batista 📚 Journal of Network and Computer Applications 70, 51-88, 2016	2016
24	Energy efficient IoT thermometer based on fuzzy logic for fever monitoring Google Scholar 👨‍🔬 S Mandala, SN Anggis, MS Mubarok 📚 2017 5th International Conference on Information and Communication …, 2017	2017
25	Study of denoising algorithms on photoplethysmograph (PPG) signals Google Scholar 👨‍🔬 AJ Parsaoran, S Mandala, M Pramudyo 📚 2022 International Conference on Data Science and Its Applications (ICoDSA …, 2022	2022
26	Deep learning modernisasi machine learning untuk big data Google Scholar 👨‍🔬 K Suyanto, KN Ramadhani, S Mandala 📚 Informatika, 2019	2019
27	Ocadn: Improving accuracy in multi-class arrhythmia detection from ecg signals with a hyperparameter-optimized cnn Google Scholar 👨‍🔬 S Mandala, W Jatmiko, S Nurmaini, A Rizal 📚 IEEE Access, 2025	2025
28	QoS‐aware ant‐based route, wavelength and timeslot assignment algorithm for optical burst switched networks Google Scholar 👨‍🔬 Y Coulibaly, G Rouskas, MS Abd Latiff, MA Razzaque, S Mandala 📚 Transactions on Emerging Telecommunications Technologies 26 (11), 1265-1277, 2015	2015
29	Study of feature extraction methods to detect valvular heart disease (vhd) using a phonocardiogram Google Scholar 👨‍🔬 WR Putra, S Mandala, M Pramudyo 📚 2021 International Conference on Intelligent Cybernetics Technology …, 2021	2021
30	Analisis Deteksi Malware Android menggunakan metode Support Vector Machine & Random Forest Google Scholar 👨‍🔬 YW Sitorus, P Sukarno, S Mandala, F Informatika 📚 e-Proceeding Eng 8 (6), 12500, 2021	2021
31	Fortifying against ransomware: navigating cybersecurity risk management with a focus on ransomware insurance strategies Google Scholar 👨‍🔬 MR Shaikh, R Ullah, R Akbar, K Savita, S Mandala 📚 Int. J. Acad. Res. Bus. Soc. Sci 14 (1), 1415-1430, 2024	2024
32	Analysis study of malware classification portable executable using hybrid machine learning Google Scholar 👨‍🔬 FH Ramadhan, V Suryani, S Mandala 📚 2021 International Conference on Intelligent Cybernetics Technology …, 2021	2021
33	Ddos detection by using information gain-naïve bayes Google Scholar 👨‍🔬 S Mandala, AI Ramadhan, M Rosalinda, WMS Yafooz, RH Khohar 📚 2022 2nd International Conference on Intelligent Cybernetics Technology …, 2022	2022
34	Feature extraction on multi-channel ecg signals using daubechies wavelet algorithm Google Scholar 👨‍🔬 S Mandala, S Tresnasari, RDS Lestari 📚 2022 2nd International Conference on Intelligent Cybernetics Technology …, 2022	2022
35	A new method for congestion avoidance in wireless mesh networks Google Scholar 👨‍🔬 S Pa, S Mandala, Adiwijaya 📚 Journal of Physics: Conference Series 1192 (1), 012062, 2019	2019
36	Detecting heart valve disease using support vector machine algorithm based on phonocardiogram signal Google Scholar 👨‍🔬 M Farhan, S Mandala, M Pramudyo 📚 2021 International Conference on Intelligent Cybernetics Technology …, 2021	2021
37	Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model Google Scholar 👨‍🔬 S Nurmaini, AI Sapitri, B Tutuko, MN Rachmatullah, DP Rini, ... 📚 BMC bioinformatics 24 (1), 365, 2023	2023
38	DDoS detection using information gain feature selection and random forest classifier Google Scholar 👨‍🔬 S Mandala, AI Ramadhan, M Rosalinda, SM Zaki, E Weippl 📚 2022 2nd International Conference on Intelligent Cybernetics Technology …, 2022	2022
39	Ransomware classification with deep neural network and Bi-LSTM Google Scholar 👨‍🔬 MF Hassan, R Akbar, K Savita, R Ullah, S Mandala 📚 Journal of Advanced Research in Applied Sciences and Engineering Technology …, 2024	2024
40	Detection syn flood and UDP lag attacks based on machine learning using AdaBoost Google Scholar 👨‍🔬 NH Syafiuddin, S Mandala, NDW Cahyani 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
41	A transfer learning-based model for brain tumor detection in MRI images Google Scholar 👨‍🔬 FR Hencya, S Mandala, TB Tang, MSM Zahid 📚 Jurnal Nasional Teknik Elektro, 2023	2023
42	IoT on heart arrhythmia real time monitoring Google Scholar 👨‍🔬 MA Akbar, S Mandala 📚 Indonesian Journal on Computing (Indo-JC) 3 (2), 1-10, 2018	2018
43	Review on cloud computing application in P2P video streaming Google Scholar 👨‍🔬 NWB Ab Wahid, K Jenni, S Mandala, E Supriyanto 📚 Procedia Computer Science 50, 185-190, 2015	2015
44	Investigating severity of blackhole attack and its variance in wireless mobile ad hoc networks Google Scholar 👨‍🔬 S Mandala, MA Ngadi, JM Sharif, MSM Zahid, F Mohamed 📚 International journal of embedded systems 7 (3-4), 296-305, 2015	2015
45	IoT-based pest detection in maize plants using machine learning Google Scholar 👨‍🔬 AS Muhammad, S Mandala, PH Gunawan 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
46	Prediction of atrial fibrillation using XGBoost and smartphone PPG data with ECG based model Google Scholar 👨‍🔬 IGNI Wirananta, S Mandala, A Rizal 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
47	Motion detection and pest prevention system in rice plants using deep learning Google Scholar 👨‍🔬 FTS Atmaja, S Mandala 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
48	LSTM-based arrhythmia classification in electrocardiogram signals Google Scholar 👨‍🔬 NY Nandita, S Mandala 📚 2023 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob), 78-83, 2023	2023
49	Deep Learning Autoencoder Study on ECG Signals Google Scholar 👨‍🔬 DM Reza, S Mandala, SM Zaki, ESL Ming 📚 Jurnal Nasional Teknik Elektro, 82-88, 2023	2023
50	Advances in computer–human interaction for detecting facial expression using dual tree multi band wavelet transform and Gaussian mixture model Google Scholar 👨‍🔬 J Kommineni, S Mandala, MS Sunar, PM Chakravarthy 📚 Neural Computing and Applications 34 (18), 15397-15408, 2022	2022
51	Host Vulnerability Analysis Using Supervised Learning Based on Port Response Google Scholar 👨‍🔬 MR Ferdinand, S Mandala, D Oktaria 📚 2021 International Conference on Intelligent Cybernetics Technology …, 2021	2021
52	Performance comparison of epidemic, prophet, spray and wait, binary spray and wait, and prophetv2 Google Scholar 👨‍🔬 D Yulianti, S Mandala, D Nasien, A Ngadi, Y Coulibaly 📚 Faculty of Computing, Universiti Teknologi Malaysia, 2020	2020
53	Atrial fibrillation feature extraction algorithm on multi channel ecg signals using ecg dynamic features Google Scholar 👨‍🔬 RDS Lestari, S Mandala, MR Akbar 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
54	GLCM-based Texture Features and Artificial Neural Network (ANN) for Accurate Detection of Melanoma and Basal Cell Carcinoma Google Scholar 👨‍🔬 S Mandala, EK Sutedja, N Gunantara 📚 2024 International Conference on Intelligent Cybernetics Technology …, 2024	2024
55	Myocardial infarction detection as an element of preventive medicine with random forest Google Scholar 👨‍🔬 MF Rambe, S Mandala 📚 2023 International conference on advancement in data science, e-learning and …, 2023	2023
56	PIR Sensor-Based Intelligent Home Security System Design Analysis Using Machine Learning Methods Google Scholar 👨‍🔬 BNG Ergi, S Mandala 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
57	Myocardial infarction prediction using rnn deep learning algorithm on phonocardiogram signals Google Scholar 👨‍🔬 SS Amini, S Mandala, M Pramudyo 📚 2023 11th International Conference on Information and Communication …, 2023	2023
58	Analysis and implementation of digital signature algorithm in PDF document Google Scholar 👨‍🔬 MR Ramadhan, S Mandala, FA Yulianto 📚 2023 11th International Conference On Information and Communication …, 2023	2023
59	Study of feature selection algorithms to improve arrhythmia detection performance on ECG signal Google Scholar 👨‍🔬 IPBE Wijaya, S Mandala 📚 2023 3rd International Conference on Intelligent Cybernetics Technology …, 2023	2023
60	Object detection analysis study in images based on deep learning algorithm Google Scholar 👨‍🔬 C Hary, S Mandala 📚 2022 International Conference on Data Science and Its Applications (ICoDSA …, 2022	2022
61	A survey of e-learning security Google Scholar 👨‍🔬 S Mandala, AH Abdullah, AS Ismail 📚 International Conference on ICT for Smart Society, 1-6, 2013	2013
62	A variant of merkle signature scheme to protect AODV routing protocol Google Scholar 👨‍🔬 S Mandala, MA Ngadi, AH Abdullah, AS Ismail 📚 International Conference on Wireless and Mobile Networks, 87-98, 2010	2010
63	Integrating ai-powered mobile immersive technology for hse induction in an oil and gas facility. a conceptual review Google Scholar 👨‍🔬 GMA Naji, K Savita, KS Kalid 📚 Journal of Ecohumanism 4 (1), 4660-4667, 2025	2025
64	APD-BayNet: Jakarta Air Quality Index Prediction Using Bayesian Optimized Tabnet Google Scholar 👨‍🔬 R Faldo, S Mandala, RP Astuti, AS Prihatmanto, MSM Zahid 📚 IEEE Access, 2025	2025
65	A Comparison of Machine Learning Models to Deep Learning Models for Cancer Image Classification and Explainability of Classification Google Scholar 👨‍🔬 D Burgos, A Morshed, MDM Rashid, S Mandala 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
66	Prediction of Myocardial Infarction Using Convolutional Neural Network Method on Electrocardiogram Signal Google Scholar 👨‍🔬 PN Alifa, S Mandala 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
67	A real-time end-to-end framework with a stacked model using ultrasound video for cardiac septal defect decision-making Google Scholar 👨‍🔬 S Nurmaini, R Nova, AI Sapitri, MN Rachmatullah, B Tutuko, F Firdaus, ... 📚 Journal of Imaging 10 (11), 280, 2024	2024
68	Aksi cegah stunting melalui aplikasi sagita: Status gizi balita Google Scholar 👨‍🔬 MH Barri, F Alia, L Novamizanti, R Purnamasari, F Akhyar, T Fahrudin, ... 📚 JMM (Jurnal Masyarakat Mandiri) 7 (2), 2023	2023
69	Analysis of smart home security system design based on facial recognition with application of deep learning Google Scholar 👨‍🔬 R Athalla, S Mandala 📚 KLIK: Kajian Ilmiah Informatika dan Komputer 3 (6), 680-687, 2023	2023
70	DDoS attack detection system using neural network on internet of things Google Scholar 👨‍🔬 LWP Adi, S Mandala, Y Nugraha 📚 2022 International Conference on Data Science and Its Applications (ICoDSA …, 2022	2022
71	An UHD video handling system using a scalable server over an IP network Google Scholar 👨‍🔬 H Kimiyama, M Maruyama, M Kobayashi, M Sakai, S Mandala 📚 International Journal of Advanced Media and Communication 7 (1), 1-19, 2017	2017
72	Study of the ensemble deep learning algorithm to detect image-based skin cancer melanoma and basal cell carcinoma Google Scholar 👨‍🔬 MNH Afandi, S Mandala, EK Sutedia 📚 2024 12th International Conference on Information and Communication …, 2024	2024
73	Study of Feature Selection Method to Detect Coronary Heart Disease (CHD) on Photoplethysmography (PPG) Signals Google Scholar 👨‍🔬 FA Putra 📚 Universitas Telkom, S1 Informatika, 2023	2023
74	Analysis of Home Security System Design Based on 4 PIR Sensors Using Deep Learning Method Google Scholar 👨‍🔬 D Septyadi, S Mandala 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
75	Air pollution detection based on adaboost ensemble learning Google Scholar 👨‍🔬 MF Sanfia, S Mandala, E Ariyanto 📚 2023 International Conference on Data Science and Its Applications (ICoDSA …, 2023	2023
76	Enhanced face recognition intelligent system on smart home security and control with cnn Google Scholar 👨‍🔬 S Mandala, R Ramadhan, M Irsan 📚 2023 IEEE International Conference on Communication, Networks and Satellite …, 2023	2023
77	Analysis of electrocardiogram dynamic features for arrhythmia classification Google Scholar 👨‍🔬 Y Ramadhan, S Mandala 📚 Jurnal Online Informatika 8 (2), 204-212, 2023	2023
78	WaQuPs: A ROS-Integrated Ensemble Learning Model for Precise Water Quality Prediction Google Scholar 👨‍🔬 F Firdiani, S Mandala, Adiwijaya, AH Abdullah 📚 Applied Sciences 14 (1), 262, 2023	2023
79	Real-time falling detection system for elderly using cnn Google Scholar 👨‍🔬 AR Fansdana, AK Heikhmakhtiar, S Mandala 📚 2021 International Conference on Data Science and Its Applications (ICoDSA …, 2021	2021
80	Enhanced identification of valvular heart diseases through selective phonocardiogram features driven by convolutional neural networks (sfd-cnn) Google Scholar 👨‍🔬 MR Ramadhan, S Mandala, R Ullah, WMS Yafooz, M Qomaruddin 📚 Jurnal Nasional Teknik Elektro, 20-35, 2024	2024
81	Penyuluhan Pemahaman Dan Pemanfaatan Kecerdasan Buatan (AI) Dalam Pembelajaran Bagi Pelajar SMA Google Scholar 👨‍🔬 H Sholikhin, R Safiq, Z Adjel, M Tamba, R Sebastian, S Mandala 📚 Humanity: Jurnal Pengabdian kepada Masyarakat 1 (1), 2024	2024
82	Study of arrhythmia classification algorithms on electrocardiogram using deep learning Google Scholar 👨‍🔬 RF Arifin, S Mandala 📚 Sinkron: jurnal dan penelitian teknik informatika 7 (3), 1753-1760, 2023	2023
83	Detection Myocardial Infarction with Deep Learning Algorithms Using MRI Data Google Scholar 👨‍🔬 AMS Ulum, S Mandala 📚 2023 3rd International Conference on Intelligent Cybernetics Technology …, 2023	2023
84	Study of Denoising Method to Detect Valvular Heart Disease Using Phonocardiogram (PCG) Google Scholar 👨‍🔬 MYI Ihza, S Mandala, M Pramudyo 📚 Indonesian Journal on Computing (Indo-JC) 7 (1), 31-38, 2022	2022
85	Performance Analysis of PPG Signal Denoising Method Using DWT and EMD for Detection of PVC and AF Arrhytmias: Analisis Performansi Metode Denoising Sinyal PPG Menggunakan DWT … Google Scholar 👨‍🔬 MA Wafa, S Mandala, M Pramudyo 📚 Indonesian Journal on Computing (Indo-JC) 7 (2), 35-44, 2022	2022
86	Automatic segmented-syllable and deep learning-based indonesian audiovisual speech recognition Google Scholar 👨‍🔬 S Suyanto, KN Ramadhani, S Mandala, A Kurniawan 📚 2020 6th International Conference on Interactive Digital Media (ICIDM), 1-4, 2020	2020
87	Study the Best PenTest Algorithm for Blind SQL Injection Attacks Google Scholar 👨‍🔬 AB Nugroho, S Mandala 📚 International Journal on Information and Communication Technology (IJoICT) 5 …, 2019	2019
88	Increasing feature selection accuracy through recursive method in intrusion detection system Google Scholar 👨‍🔬 AJ Silaban, S Mandala, EM Jadied 📚 International Journal on Information and Communication Technology (IJoICT) 4 …, 2018	2018
89	A hierarchical routing protocol for improving the quality of service in wireless sensor network Google Scholar 👨‍🔬 SA Soleymani, AH Abdullah, S Mandala, MAR Baee, S Goudarzi 📚 Life Sci. J 10 (3), 2013	2013
90	A Review of Current Routing Attacks in Mobile Ad Hoc Networks http://www. cscjournals. org/csc/manuscript/Journals/IJCSS/Volum e2/Issue3 Google Scholar 👨‍🔬 RH Khokhar, MA Ngadi, S Mandala 📚 IJCSS-41. pdf, 0
91	Convolutional Autoencoder With Sequential and Channel Attention for Robust ECG Signal Denoising With Edge Device Implementation Google Scholar 👨‍🔬 AW Ramadhan, S Kushirayati, S Aurellia, MML Ramadhan, MH Hunafa, ... 📚 IEEE Access, 2025	2025
92	icor: End-to-end electrocardiography morphology classification combining multi-layer filter and bilstm Google Scholar 👨‍🔬 S Nurmaini, W Jatmiko, S Mandala, B Tutuko, E Erwin, AE Tondas, ... 📚 Algorithms 18 (4), 236, 2025	2025
93	Dual-modal ecg-based arrhythmia classification using a hybrid bert-cnn transformer architecture Google Scholar 👨‍🔬 GE Raunsay, S Mandala 📚 2025 IEEE International Conference on Networking, Intelligent Systems, and …, 2025	2025
94	Validity and reliability of the ultra-short-term heart rate variability features in predicting ventricular tachyarrhythmia Google Scholar 👨‍🔬 TM Chieng, YW Hau, Z Omar, CW Lim, CM Ting, S Mandala 📚 Biomedical Signal Processing and Control 110, 108173, 2025	2025
95	Performance analysis of facial image feature extraction algorithm for smart home security system detection Google Scholar 👨‍🔬 MI Adly, S Mandala 📚 International Journal on Information and Communication Technology (IJoICT) 9 …, 2023	2023
96	Study of feature extraction method to detect myocardial infraction using a phonocardiogram Google Scholar 👨‍🔬 A Malik, S Mandala, M Pramudyo 📚 Jurnal Media Informatika Budidarma 7 (3), 1238-1246, 2023	2023
97	Detection of Myocardial Infarction in Coronary Artery Disease Patients Based on Phonocardiogram Signal Using Ensemble Learning Google Scholar 👨‍🔬 GM Rizky, S Mandala, M Pramudyo 📚 2023 11th International Conference on Information and Communication …, 2023	2023
98	Development of a Smart Home Security System Using Facial Recognition Method Through Convolutional Neural Network Google Scholar 👨‍🔬 BWS Kusuma, S Mandala 📚 2023 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob), 52-56, 2023	2023
99	Study of classification method to detect coronary heart disease based on signal photoplethysmography (ppg) Google Scholar 👨‍🔬 AA Rahmansyah, S Mandala, M Pramudyo 📚 JURNALMEDIA INFORMATIKA BUDIDARMA, 6 (4), 2392-2400, 2022	2022
100	Study of machine learning algorithm on phonocardiogram signals for detecting of coronary artery disease Google Scholar 👨‍🔬 S Mandala, M Pramudyo, A Rizal, M Fikry 📚 Indonesian Journal on Computing (Indo-JC) 5 (3), 63-78, 2020	2020
101	Study on the performance of slotted and non-slotted Optical Burst Switched networks Google Scholar 👨‍🔬 Y Coulibaly, MS Abd Latiff, S Mandala, AM Umaru, NM Garcia 📚 2013 IEEE 4th International Conference on Photonics (ICP), 69-71, 2013	2013
102	Myocardial Infarction Identification in Electrocardiogram Signals Using Long Short Term Memory Transfer Learning (LSTM-TL) Google Scholar 👨‍🔬 N Rahmanto, S Mandala 📚 2025 International Conference on Advancement in Data Science, E-learning and …, 2025	2025
103	From disease detection to health campaigns: The role of social media analytics in public health Google Scholar 👨‍🔬 WMS Yafooz, Y Al-Gumaei, A Alsaeedi, S Mandala 📚 AI-driven: Social media analytics and cybersecurity, 105-120, 2025	2025
104	2024 2nd International Conference on Software Engineering and Information Technology (ICoSEIT) Google Scholar 👨‍🔬 DA Sofyan, S Mandala, E Jadied, A Zunaidah, RA Asih, ...	2024
105	Mobile Payment Authentication Using QR Code Based on Visual Cryptography Scheme Google Scholar 👨‍🔬 DA Sofyan, S Mandala, EM Jadied 📚 2024 2nd International Conference on Software Engineering and Information …, 2024	2024
106	Myocardial Infarction Detection Using Hybrid Deep Learning on Phonocardiogram Data Google Scholar 👨‍🔬 MA Ariapaskha, S Mandala 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
107	Impact of weighing frequency on the determination of daily weights of cattle Google Scholar 👨‍🔬 TR Awasthi, A Morshed, AZ Chang, S Mandala, DL Swain 📚 2024 International Conference on Data Science and Its Applications (ICoDSA …, 2024	2024
108	Deep Learning Approaches for Facial Landmark Localization in Niqab-Occluded Face Recognition: A Survey Google Scholar 👨‍🔬 MS Alamarshadi, MS Sunar, S Mandala, A Alashbi, Z Alqathani 📚 International Human-Centered Technology Conference, 257-266, 2024	2024
109	Meningkatkan Pemahaman dan Pemanfaatan AI dalam Pembelajaran bagi Siswa SMA Google Scholar 👨‍🔬 RG Utomo, S Mandala, H Sholikhin, RSH Aziz, ZM Adjel, MH Tamba, ... 📚 Jurnal Pemanfaatan Teknologi untuk Masyarakat: Jurnal Pengabdian Masyarakat …, 2023	2023
110	Mobile Payment Authentication using QR Codes Based on Combined DCT-DWT Digital Watermarking Scheme Google Scholar 👨‍🔬 S Mandala, R Rukman, M Irsan 📚 2023 IEEE International Conference on Communication, Networks and Satellite …, 2023	2023
111	Iptek Bagi Masyarakat Forum Komunikasi Ukm Kecamatan Dramaga Kabupaten Bogor Google Scholar 👨‍🔬 S Suyanto, S Mandala, W Sutari, RA Anugraha, B Santosa, AA Yanuar 📚 Charity 2 (1), 2019	2019
112	Active Queue Management (AQM) Performance Analysis Based on Controlled Delay (CoDel) Algorithm on User Datagram Protocol (UDP) Google Scholar 👨‍🔬 S Mandala, MN Iskandar, MA Nugroho 📚 Proceedings of the International Conference on Information Technology …, 2017	2017
113	Active Queue Management (AQM) Performance Analysis Based On Controled Delay (CoDel) Against Bufferbloat On Real-Time Aplication Google Scholar 👨‍🔬 S Mandala, MN Iskandar 📚 Indonesian Journal on Computing (Indo-JC) 2 (1), 119-130, 2017	2017
114	Performance comparison of baseline routing protocols in pocket switched network Google Scholar 👨‍🔬 D Yulianti, S Mandala, A Zainal, D Nasien, MA Ngadi, C Yahaya 📚 Jurnal Teknologi (Sciences & Engineering) 78 (8-2), 2016	2016
115	Performance Comparison of Popular Routing Algorithms in Pocket Switched Networks Google Scholar 👨‍🔬 D Yulianti, S Mandala, D Nasien, MA Ngadi, C Yahaya 📚 New Trends in Software Methodologies, Tools and Techniques, 964-978, 2014	2014
116	A Survey of Spray-and-Wait Routing Protocol in Pocket Switched Network Google Scholar 👨‍🔬 D Yulianti, S Mandala, D Nasien, M Sunar, AH Abdullah, AS Ismail 📚 Advanced Science Letters 20 (10-11), 2162-2165, 2014	2014
117	Penerapan Sistem Monitoring Kelembapan Tanah Berbasis Internet of Things (IoT) untuk Pemberdayaan Petani di Desa Wareng Google Scholar 👨‍🔬 KA Achmad, S Mandala 📚 JAPATUM: Jurnal Pemanfaatan Teknologi untuk Masyarakat 5 (1), 2026	2026
118	Ensemble Deep Learning Study for Pest Detection in Strawberry Plants Google Scholar 👨‍🔬 KA Nugroho, S Mandala 📚 Eduvest-Journal of Universal Studies 5 (6), 6478-6494, 2025	2025
119	A Study of Feature Extraction Algorithms for ST-Elevation, R/S Amplitude, and T-Wave Inversion in Detecting Myocardial Infarction on Electrocardiogram Signals Google Scholar 👨‍🔬 JSW Nugroho, S Mandala 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
120	Comparative Performance Evaluation of SVM, KNN, and Decision Tree Algorithms in Facial Recognition Tasks Using PCA Google Scholar 👨‍🔬 RN Pratama, S Mandala 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
121	Comparative Analysis of CNN, RNN, and DNN Architectures for Disease Classification Google Scholar 👨‍🔬 RF Arrafi, S Mandala 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
122	Detection and Localization Myocardial Infarction in Electrocardiogram Signals Using Deep Learning Google Scholar 👨‍🔬 RA Badruzaman, S Mandala 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
123	Mapping of Reproductive Health Information System in the Scopus Database publications Google Scholar 👨‍🔬 Y Amraeni, L Hanifah, RK Anggraeni, S Mandala, B Pudjoatmodjo, ... 📚 2025 International Conference on Data Science and Its Applications (ICoDSA …, 2025	2025
124	Peningkatan Efisiensi Pengelolaan Peternakan bebek Melalui Pengembangan Sistem Teknologi dan Edukasi Berbasis Kebutuhan Masyarakat Desa Google Scholar 👨‍🔬 HH Nuha, S Mandala 📚 Jurnal Pemanfaatan Teknologi untuk Masyarakat: Jurnal Pengabdian Masyarakat …, 2025	2025
125	Efficient Myocardial Infarction Detection Using Hybrid CNN-BiLSTM with Depthwise Separable Convolution on ECG Signals Google Scholar 👨‍🔬 F Anggara, S Mandala 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
126	LightGBM-Based Ensemble Boosting for Detection and Anatomical Localization of Myocardial Infarction Using 12-Lead ECG Morphological Features Google Scholar 👨‍🔬 F Yuniawan, S Mandala 📚 2025 IEEE International Symposium on Future Telecommunication Technologies …, 2025	2025
127	Beat and Rhythm Based ECG Arrhythmia Classification Using Vision Transformer (ViT) with Fine-Tuning Strategy Google Scholar 👨‍🔬 PL Insani, S Mandala 📚 2025 IEEE International Conference on Networking, Intelligent Systems, and …, 2025	2025
128	An IoT Web Framework for Arrhythmia Detection Using Self-Supervised Learning with Masked Autoencoder on Rhythm ECG Signals Google Scholar 👨‍🔬 S Mandala, CAP Cahyanto, PL Insani, WMS Yafooz 📚 2025 5th International Conference on Intelligent Cybernetics Technology …, 2025	2025
129	Reliable IoT ECG Rhythm Classification Using CECG-GAN-Augmented Conformer Google Scholar 👨‍🔬 S Mandala, L Febriansyah, A Morshed 📚 2025 5th International Conference on Intelligent Cybernetics Technology …, 2025	2025
130	Rhythm-Aware BERT Architecture for IoT-Integrated ECG Arrhythmia Detection Google Scholar 👨‍🔬 S Mandala, NDW Cahyani, MNT Ardian, GE Raunsay 📚 2025 5th International Conference on Intelligent Cybernetics Technology …, 2025	2025
131	An IoT-Enabled Telecardiology System with Conformer Models for Arrhythmia Detection Google Scholar 👨‍🔬 L Febriansyah, S Mandala 📚 2025 IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote …, 2025	2025
132	IoT-Enabled Real-Time Arrhythmia Detection Using Modified Transformer Decoder and Conditional ECG-GAN Google Scholar 👨‍🔬 MNT Ardian, S Mandala 📚 2025 IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote …, 2025	2025
133	IoT-Based Platform for Real-Time ECG Arrhythmia Detection Using Self-Supervised Learning with Masked Autoencoder Google Scholar 👨‍🔬 CAP Cahyanto, S Mandala 📚 2025 IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote …, 2025	2025
134	APD-BayTM: Jakarta Air Quality Index Prediction using Bayesian Optimized LSTM Google Scholar 👨‍🔬 F RAEY, M SATRIA, SS MOHD, M SALIM 📚 JURNAL NASIONAL TEKNIK ELEKTRO Учредители: Universitas Andalas, 92-104, 2024	2024
135	ANALYSIS FEATURE EXTRACTION FOR OPTIMIZING ARRHYTHMIA CLASSIFICATION FROM ELECTROCARDIOGRAM SIGNALS Google Scholar 👨‍🔬 S Mandala, Y Ramadhan 📚 Jurnal Teknik Informatika (Jutif) 5 (1), 97-104, 2024	2024
136	Pelatihan Pembuatan Slide Pembelajaran Interaktif dan Komunikatif menggunakan Aplikasi Articulate untuk Meningkatkan Produktivitas Proses Pembelajaran di SMAN 1 Dayeuhkolot Google Scholar 👨‍🔬 S Mandala, NA Suwastika 📚 HUMANITY: JURNAL PENGABDIAN KEPADA MASYARAKAT Учредители: CoE Humic …, 2024	2024
137	Planning and Implementation 5G System Cellular Network in Urban Areas Utilizing Local Wisdom. Google Scholar 👨‍🔬 N Gunantara, N Pramaita, S Mandala, MND Susila, AZ Arfianto 📚 Journal of Electrical Systems 20, 2024	2024
138	Intrusion Detection System Development on Internet of Things using Ensemble Learning Google Scholar 👨‍🔬 N Ariana, S Mandala, MF Hasssan, M Qomaruddin, BI Bakri 📚 Jurnal Nasional Teknik Elektro, 75-81, 2024	2024
139	Accurate Model for Arrhythmia Classification Using Hybrid “Attention-based Convolutional Neural Network (ACNN) and Gated Recurrent Units (GRU)” with Explainable Artificial … Google Scholar 👨‍🔬 A Ardiyansyah, S Mandala 📚 2024 12th International Conference on Information and Communication …, 2024	2024
140	Improving Pest Detection in Strawberry Plants Using Transfer Learning Models Google Scholar 👨‍🔬 TS Sihombing, S Mandala 📚 2024 IEEE International Conference on Communication, Networks and Satellite …, 2024	2024
141	Performance Analysis of Ensemble Learning for Botnet Detection in IoT Google Scholar 👨‍🔬 F Rahman, S Mandala 📚 2024 IEEE International Conference on Communication, Networks and Satellite …, 2024	2024
142	Multiclass Classification of Myocardial Infarction Based on Phonocardiogram Signals Using Ensemble Learning Google Scholar 👨‍🔬 NM Marliana, S Mandala, YW Hau, WMS Yafooz 📚 Jurnal Nasional Teknik Elektro, 7-12, 2023	2023
143	Advances of ECG Sensors from Hardware, Software and Format Interoperability Perspectives. Electronics 2021, 10, 105 Google Scholar 👨‍🔬 K Husain, MSM Zahid, SU Hassan, S Hasbullah, S Mandala 📚 s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …, 2021	2021
144	AP19-01208 Abstract View Google Scholar 👨‍🔬 F Rachman	2019
145	Wrapper-Based Feature Selection Analysis For Semi-Supervised Anomaly Based Intrusion Detection System Google Scholar 👨‍🔬 AJ Silaban, S Mandala, EJ Mustofa 📚 International Journal on Information and Communication Technology (IJoICT) 5 …, 2019	2019
146	Welcome message from conference chair Google Scholar 👨‍🔬 MA Murti, S Mandala 📚 2015 Asia Pacific Conference on Multimedia and Broadcasting, 1-10, 2015	2015
147	New Framework for Securing Mobile Adhoc Network Using Lightweight Authentication and Signature-based Intrusion Detection System Google Scholar 👨‍🔬 S Mandala 📚 Universiti Teknologi Malaysia, 2012	2012
148	A Study On OFDM In Mobile Ad Hoc Network Google Scholar 👨‍🔬 NA Malik, AH Abdullah, S Mandala 📚 International Journal of Advanced Computer Science and Applications 3 (6), 2012	2012
149	Toward The Recognition Of User Activity Based On User Location In Ubiquitous Computing Environments Google Scholar 👨‍🔬 RH Khokhar, MA Ngadi, S Mandala, R Asokan, AM Natarajan, ...	2008
150	Security Layer on Top of the Node Operating System to Secure Active Network Google Scholar 👨‍🔬 S Mandala 📚 Pusat Pengurusan Penyelidikan, Universiti Teknologi Malaysia, 2007	2007
151	Securing Communication on Active Network Google Scholar 👨‍🔬 S Mandala, AH Abdullah, MA Ngadi 📚 Universiti Teknologi Malaysia, 2005	2005
152	Integrating Security Services Into Active Network Google Scholar 👨‍🔬 S Mandala 📚 Universiti Teknologi Malaysia, 2005	2005
153	Active Web Caching Management Google Scholar 👨‍🔬 S Mandala, AH Abdullah 📚 Universiti Teknologi Malaysia, 2004	2004
154	G: Greetings by MC of ICIDM 2020 Google Scholar 👨‍🔬 MT Dita Oktaria, S Mandala, W Jatmiko, S Osterweil
155	2023 3rd International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) Google Scholar 👨‍🔬 IPBE Wijaya, S Mandala, AMS Ulum
156	List of Papers Google Scholar 👨‍🔬 IJ Kusuma, HH Nuha, GB Satrya, UK Usman, ZK Zakaria, DP Setiawan, ...
157	Discrete Wavelet Transform (DWT) and Entropy features to monitoring Happy Hypoxia based on Photopletysmograph Signal Google Scholar 👨‍🔬 AC Ginting, S Mandala, M Pramudyo, JTTB Batu, KB Dayeuhkolot
158	and Its Applications (ICoDSA) Google Scholar 👨‍🔬 S Fauziah, PH Gunawan, BA Putri, EB Setiawan, RB Bahaweres, A Satria, ...
159	Technical Program Committee Chair Google Scholar 👨‍🔬 DIDW Omar, TAS Prihatmanto, S Mandala, MS Sunar, IC Machbub, ...
160	Co-Chair Google Scholar 👨‍🔬 PH Gunawan, HH Nuha, EB Setiawan, S binti Saidin, ZKA Baizal, ...

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Satria Mandala

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