Guruh Fajar Shidik

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

Universitas Dian Nuswantoro, Indonesia

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DataCiteX Author Profile

Guruh Fajar Shidik

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Author Impact Score

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

11.13

Author impact score

1,157 Citations 2024 - 2026

104 Documents 2024 - 2026

Total Citations

1,571

Scholar + author-added

H-Index

19

research impact

I10-Index

43

quality score

Articles Found

223

merged research works

Top Performing Year

2025

540 citations

Tier

T2

CiteScore rank tier

Author CiteScore

11.13

Declining trend

Avg Citations / Year

153.00

yearly average

Citations / Article

7.04

impact efficiency

Citation Trend

224

Declining trend

Most Cited Article

Digital image steganography survey and ...

204 citations

Smart Insight Box

Auto Summary

Top citation year was 2025 with 540 citations. Average citations per year stand at 153. Each indexed article contributes around 7.04 citations on average. Latest Author Impact Score for 2026 is 11.13, indicating a declining trend. Current H-index is 19 and I10-index is 43. Most cited article currently has 204 citations. Recent yearly citation pattern indicates a declining trend.

Author Impact Score Trend

11 Years

Most Cited

204 Citations

Year: 2023

Digital image steganography survey and investigation (goal, assessment, method, development, and dataset)

S Rustad, PN Andono, GF Shidik

Signal processing 206, 108908, 2023

Yearly Citations

Author year-wise citation data

Year	Citations
2026	224
2025	540
2024	393
2023	315
2022	166
2021	134
2020	61
2019	51
2018	38
2017	28
2016	20
2015	13
2014	6

Yearly Citations Chart

Author citation trend

13 Years

Year-wise Citation Share

Citation percentage by year

Top Research Articles

Showing 20 articles per page

223 Articles Page 1 of 12

#	Article Details	Year
1	Digital image steganography survey and investigation (goal, assessment, method, development, and dataset) Google Scholar 👨‍🔬 S Rustad, PN Andono, GF Shidik 📚 Signal processing 206, 108908, 2023	2023
2	A systematic review of intelligence video surveillance: Trends, techniques, frameworks, and datasets Google Scholar 👨‍🔬 GF Shidik, E Noersasongko, A Nugraha, PN Andono, J Jumanto, ... 📚 Ieee Access 7, 170457-170473, 2019	2019
3	A machine learning approach for corrosion small datasets Google Scholar 👨‍🔬 T Sutojo, S Rustad, M Akrom, A Syukur, GF Shidik, HK Dipojono 📚 npj materials degradation 7 (1), 18, 2023	2023
4	Developing an Indonesia's health literacy short-form survey questionnaire (HLS-EU-SQ10-IDN) using the feature selection and genetic algorithm Google Scholar 👨‍🔬 E Rachmani, CY Hsu, N Nurjanah, PW Chang, GF Shidik, ... 📚 Computer Methods and Programs in Biomedicine 182, 105047, 2019	2019
5	A classification method of coconut wood quality based on Gray Level Co-occurrence matrices Google Scholar 👨‍🔬 RA Pramunendar, C Supriyanto, DH Novianto, IN Yuwono, GF Shidik, ... 📚 2013 International Conference on Robotics, Biomimetics, Intelligent …, 2013	2013
6	Multi color feature, background subtraction and time frame selection for fire detection Google Scholar 👨‍🔬 GF Shidik, FN Adnan, C Supriyanto, RA Pramunendar, PN Andono 📚 2013 International conference on robotics, biomimetics, intelligent …, 2013	2013
7	Classification of troso fabric using SVM-RBF multi-class method with GLCM and PCA feature extraction Google Scholar 👨‍🔬 DA Gustian, NL Rohmah, GF Shidik, AZ Fanani, RA Pramunendar 📚 2019 International seminar on application for technology of information and …, 2019	2019
8	Predicting Size of Forest Fire using Hybrid Model Google Scholar 👨‍🔬 GF Shidik, K Mustofa 📚 IFIP 2013 Springerlink, 2014	2014
9	Evaluation of feature selection using wrapper for numeric dataset with random forest algorithm Google Scholar 👨‍🔬 A Nugroho, AZ Fanani, GF Shidik 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
10	Bird Voice Classification Based on Combination Feature Extraction and Reduction Dimension with the K-Nearest Neighbor. Google Scholar 👨‍🔬 PN Andono, GF Shidik, DP Prabowo, D Pergiwati, RA Pramunendar 📚 International Journal of Intelligent Engineering & Systems 15 (1), 2022	2022
11	Auto level color correction for underwater image matching optimization Google Scholar 👨‍🔬 RA Pramunendar, GF Shidik, C Supriyanto, PN Andono, M Hariadi	2014
12	Graded fuzzy edge detection for imperceptibility optimization of image steganography Google Scholar 👨‍🔬 DRIM Setiadi, S Rustad, PN Andono, GF Shidik 📚 The Imaging Science Journal 72 (6), 693-705, 2024	2024
13	Indonesian disaster named entity recognition from multi source information using bidirectional LSTM (BiLSTM) Google Scholar 👨‍🔬 GF Shidik, FO Saputra, GW Saraswati, NAS Winarsih, MS Rohman, ... 📚 Journal of Open Innovation: Technology, Market, and Complexity 10 (3), 100358, 2024	2024
14	Improvement of Energy Efficiency at Cloud Data Center Based on Fuzzy Markov Normal Algorithm VM Selection in Dynamic VM Consolidation. Google Scholar 👨‍🔬 GF Shidik, K Mustofa 📚 International Review on Computers & Software 11 (6), 511, 2016	2016
15	End-to-end circular economy in onion farming with the application of artificial intelligence and internet of things Google Scholar 👨‍🔬 PN Andono, FO Saputra, GF Shidik, ZA Hasibuan 📚 2022 International seminar on application for technology of information and …, 2022	2022
16	Development and validation of an instrument for measuring competencies on public health informatics of primary health care worker (PHIC4PHC) in Indonesia Google Scholar 👨‍🔬 E Rachmani, CY Hsu, PWS Chang, A Fuad, N Nurjanah, GF Shidik, ... 📚 Primary Health Care Research & Development 21, e22, 2020	2020
17	Indonesian news classification based on NaBaNA Google Scholar 👨‍🔬 G Septian, A Susanto, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
18	LUTanh Activation Function to Optimize BI-LSTM in Earthquake Forecasting. Google Scholar 👨‍🔬 GF Shidik, RA Pramunendar, EJ Kusuma, GW Saraswati, NAS Winarsih, ... 📚 International Journal of Intelligent Engineering & Systems 17 (1), 2024	2024
19	Sentiment analysis of student review in learning management system based on sastrawi stemmer and SVM-PSO Google Scholar 👨‍🔬 S Fahmi, L Purnamawati, GF Shidik, M Muljono, AZ Fanani 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
20	Optimization of neural network using Nelder Mead in breast cancer classification Google Scholar 👨‍🔬 EJ Kusuma, GF Shidik, RA Pramunendar 📚 Int. J. Intell. Eng. Syst 13 (6), 330-337, 2020	2020
21	Improvement with chi square selection feature using supervised machine learning approach on Covid-19 data Google Scholar 👨‍🔬 S Rosidin, GF Shidik, AZ Fanani, F Al Zami 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
22	The implementation of an integrated e-leprosy framework in a leprosy control program at primary health care centers in Indonesia Google Scholar 👨‍🔬 E Rachmani, MC Lin, CY Hsu, J Jumanto, U Iqbal, GF Shidik, ... 📚 International Journal of Medical Informatics 140, 104155, 2020	2020
23	Off-line signature verification system based on dwt and common features extraction Google Scholar 👨‍🔬 TAN XIUHU, AA JAAFAR, A Yahya, RB AHMAD, A ZAIN, MK SALMAN, ... 📚 Journal of theoretical and applied information technology 51 (2), 2013	2013
24	Evaluation of feature extraction TF-IDF in Indonesian hoax news classification Google Scholar 👨‍🔬 A Prasetyo, BD Septianto, GF Shidik, AZ Fanani 📚 2019 International Seminar on Application for Technology of Information and …, 2019	2019
25	Review of ambiguity problem in text summarization using hybrid ACA and SLR Google Scholar 👨‍🔬 S Sutriawan, S Rustad, GF Shidik, P Pujiono, M Muljono 📚 Intelligent Systems with Applications 22, 200360, 2024	2024
26	Feature Selection on Gammatone Cepstral Coefficients for Bird Voice Classification Using Particle Swarm Optimization. Google Scholar 👨‍🔬 PN Andono, GF Shidik, DP Prabowo, DH Yanuarsari, Y Sari, ... 📚 International Journal of Intelligent Engineering & Systems 16 (1), 2023	2023
27	Extrovert and introvert classification based on Myers-Briggs Type Indicator (MBTI) using support vector machine (SVM) Google Scholar 👨‍🔬 MN Sahono, FU Sidiastahta, GF Shidik, AZ Fanani, S Nuraisha, E Lutfina 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
28	Classification of tomato plant diseases through leaf using gray-level co-occurrence matrix and color moment with convolutional neural network methods Google Scholar 👨‍🔬 A Anton, S Rustad, GF Shidik, A Syukur 📚 Smart Trends in Computing and Communications: Proceedings of SmartCom 2020 …, 2020	2020
29	Evaluation of Selection Policy with Various Virtual Machine Instances in Dynamic VM Consolidation for Energy Efficient at Cloud Data Centers. Google Scholar 👨‍🔬 GF Shidik, MK Azhari, K Mustofa 📚 J. Networks 10 (7), 397-406, 2015	2015
30	Evaluation of normalization in fake fingerprint detection with heterogeneous sensor Google Scholar 👨‍🔬 S Nuraisha, GF Shidik 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
31	Mining Medication behavior of the completion leprosy's multi-drug therapy in Indonesia Google Scholar 👨‍🔬 E Rachmani, MC Lin, CY Hsu, GF Shidik, E Noersasongko 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
32	Tree-based ensemble algorithms and feature selection method for intelligent distributed denial of service attack detection Google Scholar 👨‍🔬 FA Rafrastara, GF Shidik, W Ghozi, N Rijati, O Setiono 📚 Journal of Cyber Security and Mobility 14 (1), 1-24, 2025	2025
33	Toward achieving a trade-off for SVD-based image watermarking using Mojette transform Google Scholar 👨‍🔬 A Marjuni, GF Shidik, A Syukur, DRIM Setiadi, N Rijati 📚 IEEE Access 12, 35231-35245, 2024	2024
34	Enhanced AES using MAC address for cloud services Google Scholar 👨‍🔬 LIB Mahendra, YK Santoso, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
35	Evaluation of cluster K-Means as VM selection in dynamic VM consolidation Google Scholar 👨‍🔬 GF Shidik, NS Sulistyowati, MBW Tirta 📚 2016 22nd Asia-Pacific Conference on Communications (APCC), 124-128, 2016	2016
36	A novel quantum-enhanced model cascading approach based on support vector machine in blood-brain barrier permeability prediction Google Scholar 👨‍🔬 M Akrom, S Rustad, T Sutojo, DRIM Setiadi, PN Andono, GF Shidik, ... 📚 Materials Today Communications 45, 112341, 2025	2025
37	Comparing haar cascade and yoloface for region of interest classification in drowsiness detection Google Scholar 👨‍🔬 MN Andrean, GF Shidik, M Naufal, FA Zami, S Winarno, HA Azies, P Putra 📚 Jurnal Media Informatika Budidarma 8 (1), 272, 2024	2024
38	Evaluation of Resampling Techniques in CNN-Based Heartbeat Classification. Google Scholar 👨‍🔬 ER Subhiyakto, S Rakasiwi, J Zeniarja, C Paramita, GF Shidik, ... 📚 Ingénierie des systèmes d'information 29 (4), 2024	2024
39	Investigating the impact of synthetic data distribution on the performance of regression models to overcome small dataset problems Google Scholar 👨‍🔬 T Sutojo, A Syukur, S Rustad, GF Shidik, HA Santoso, P Purwanto, ... 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
40	Evaluation of feature selections on movie reviews sentiment Google Scholar 👨‍🔬 DO Ratmana, GF Shidik, AZ Fanani, RA Pramunendar 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
41	Pork and beef features extractions Google Scholar 👨‍🔬 J Chairunnisa, TI Muda, FK Fikriah, RA Pramunendar, GF Shidik, ... 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
42	Efficiency energy consumption in cloud computing based on constant position selection policy in dynamic virtual machine consolidation Google Scholar 👨‍🔬 GF Shidik, A Ashari 📚 Advanced Science Letters 20 (10-11), 2119-2124, 2014	2014
43	LINKED OPEN GOVERNMENT DATA AS BACKGROUND KNOWLEDGE IN PREDICTING FOREST FIRE Google Scholar 👨‍🔬 GF SHIDIK, A ASHARI 📚 Advanced Science Letters, 2014	2014
44	Perbandingan efektivitas Naïve Bayes dan SVM dalam menganalisis sentimen kebencanaan di YouTube Google Scholar 👨‍🔬 TA Azzahra, NAS Winarsih, GW Saraswati, FO Saputra, MS Rohman, ... 📚 J. Media Inform. Budidarma 8 (1), 303-311, 2024	2024
45	Optimization chatbot services based on DNN-BERT for mental health of university students Google Scholar 👨‍🔬 AA Dzaky, J Zeniarja, C Supriyanto, GF Shidik, C Paramita, ... 📚 Journal of Applied Informatics and Computing 8 (1), 13-21, 2024	2024
46	Evaluation of feature selection for improvement backpropagation neural network in divorce predictions Google Scholar 👨‍🔬 M Simanjuntak, M Muljono, GF Shidik, AZ Fanani 📚 2020 international seminar on application for technology of information and …, 2020	2020
47	Neural network based on GLCM, and CIE L* a* b* color space to classify tomatoes maturity Google Scholar 👨‍🔬 EE Lavindi, EJ Kusuma, GF Shidik, RA Pramunendar, AZ Fanani 📚 2019 International Seminar on Application for Technology of Information and …, 2019	2019
48	Systematic literature review on named entity recognition: approach, method, and application Google Scholar 👨‍🔬 S Rustad, GF Shidik, E Noersasongko, DRIM Setiadi 📚 Statistics, Optimization & Information Computing 12 (4), 907-942, 2024	2024
49	Integrating Grey Wolf Optimizer for Feature Selection in Birdsong Classification Using K-Nearest Neighbours Algorithm. Google Scholar 👨‍🔬 RA Pramunendar, PN Andono, GF Shidik, RA Megantara, D Pergiwati, ... 📚 International Journal of Intelligent Engineering & Systems 16 (6), 2023	2023
50	Digital signature using MAC address based AES-128 and SHA-2 256-bit Google Scholar 👨‍🔬 KDB Utama, QMR Al-Ghazali, LIB Mahendra, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
51	Deep Learning-Based Eye Disorder Classification: A K-Fold Evaluation of EfficientNetB and VGG16 Models Google Scholar 👨‍🔬 C Paramita, S Rakasiwi, PN Andono, GF Shidik, SN Saw, MI Rafsanjani 📚 Scientific Journal of Informatics 12 (3), 441-452, 2025	2025
52	Expressing and developing melodic phrases in gamelan skeletal melody generation using genetic algorithm Google Scholar 👨‍🔬 AZ Fanani, AM Syarif, GF Shidik, A Marjuni 📚 IEEE Access 12, 130512-130523, 2024	2024
53	Indonesian traffic signs recognition using convolutional neural network Google Scholar 👨‍🔬 AI Pradana, S Rustad, GF Shidik, HA Santoso 📚 2022 International Seminar on Application for Technology of Information and …, 2022	2022
54	Implementation of feature selection using gain ratio towards improved accuracy of support vector machine (SVM) on youtube comment classification Google Scholar 👨‍🔬 MD Jamalludin, GF Shidik, AZ Fanani, F Al Zami 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
55	Analysis of network infrastructure performance on cloud computing Google Scholar 👨‍🔬 RG Gustamas, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
56	Design and implementation of self encryption method on file security Google Scholar 👨‍🔬 MRD Rahardjo, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
57	A systematic literature review of quantum object detection and recognition: Research trend, datasets, topics and methods Google Scholar 👨‍🔬 IL Mahargya, GF Shidik, S Rustad 📚 Intelligent Systems with Applications 26, 200499, 2025	2025
58	Fine-grained sentiment classification of public opinion on electric cars in Indonesia using IndoBERT Google Scholar 👨‍🔬 N Alamsyah, E Noersasongko, GF Shidik, N Rijati 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
59	Comparative analysis of LSTM, BiLSTM, GRU, CNN, and RNN for depression detection in social media Google Scholar 👨‍🔬 AM Huda, GF Shidik, V Praskatama 📚 Jurnal Teknik Informatika (JUTIF) 5 (6), 1723-1735, 2024	2024
60	Study comparison stemmer to optimize text preprocessing in sentiment analysis Indonesian e-commerce reviews Google Scholar 👨‍🔬 YF Faidha, GF Shidik, AZ Fanani 📚 2021 International Conference on Data Analytics for Business and Industry …, 2021	2021
61	Heuristic vs Metaheuristic Method: Improvement of Spoofed Fingerprint Identification in IoT Devices. Google Scholar 👨‍🔬 GF Shidik, EJ Kusuma, S Nuraisha, PN Andono 📚 International Review on Modelling & Simulations 12 (3), 168, 2019	2019
62	Classification of music moods based on CNN Google Scholar 👨‍🔬 FU Widowati, FS Nugroho, GF Shidik 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
63	Digital signature based on playgamal algorithm Google Scholar 👨‍🔬 A Ghofar, M Hardi, MN Firdaus, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
64	Optimasi Model Extreme Gradient Boosting Dalam Upaya Penentuan Tingkat Risiko Pada Ibu Hamil Berbasis Bayesian Optimization (BOXGB) Google Scholar 👨‍🔬 EJ Kusuma, R Nurmandhani, L Aryani, I Pantiawati, GF Shidik 📚 Jurnal Teknologi Informasi dan Ilmu Komputer 12 (1), 111-120, 2025	2025
65	Optimizing parameters for earthquake prediction using Bi-LSTM and grey wolf optimization on seismic data Google Scholar 👨‍🔬 GF Shidik, RA Pramunendar, P Purwanto, ZA Hasibuan, E Dolphina, ... 📚 Journal of Robotics and Control (JRC) 5 (4), 1117-1127, 2024	2024
66	Hybrid neural network and evolutionary model for detection of rice plant disease Google Scholar 👨‍🔬 A Paramananda, GF Shidik, RA Pramunendar, MA Soeleman, M Muljono, ... 📚 2022 International Seminar on Application for Technology of Information and …, 2022	2022
67	Early determination of diabetes mellitus disease prediction with decision tree boosting Google Scholar 👨‍🔬 N Adhipurna, GF Shidik, AZ Fanani, C Supriyanto, MA Soeleman, ... 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
68	Using extra weight in machine learning algorithms for clickbait detection of Indonesia online news headlines Google Scholar 👨‍🔬 PS Hadi, AZ Fanani, GF Shidik, F Alzami 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
69	K-mMA VM selection in dynamic VM consolidation for improving energy efficiency at cloud data centre Google Scholar 👨‍🔬 GF Shidik, A Azhari, K Mustofa 📚 International Journal of Communication Networks and Distributed Systems 21 …, 2018	2018
70	Sentiment Analysis of Indonesian News Using Deep Learning (Case Study: TVKU Broadcast) Google Scholar 👨‍🔬 MZ Negara, GF Shidik, AZ Fanani, E Noersasongko 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
71	Evaluation performance of cloud computing with network attached storage for video render Google Scholar 👨‍🔬 MBW Tirta, GF Shidik 📚 2017 International Seminar on Application for Technology of Information and …, 2017	2017
72	Integrating ELECTRA and BERT models in transformer-based mental healthcare chatbot Google Scholar 👨‍🔬 J Zeniarja, C Paramita, ER Subhiyakto, S Rakasiwi, GF Shidik, ... 📚 Indonesian journal of electrical engineering and computer science 37 (1 …, 2025	2025
73	Predicting lattice constant in ABX3 perovskite via quantum machine learning Google Scholar 👨‍🔬 M Akrom, S Rustad, PN Andono, GF Shidik, HK Dipojono, R Maezono, ... 📚 Computational Materials Science 253, 113865, 2025	2025
74	Maximizing complex features to minimize the detectability of content-adaptive steganography Google Scholar 👨‍🔬 DRIM Setiadi, S Rustad, PN Andono, GF Shidik 📚 Multimedia Tools and Applications 84 (21), 23813-23831, 2025	2025
75	Transmission map refinement using Laplacian transform on single image dehazing based on dark channel prior approach Google Scholar 👨‍🔬 L Rahmawati, S Rustad, A Marjuni, MA Soeleman, C Supriyanto, ... 📚 Cybernetics and Information Technologies 24 (4), 126-142, 2024	2024
76	Application of Markov's Normal Algorithm Google Scholar 👨‍🔬 GF Shidik, R Pulungan 📚 Advanced Science Letters 21 (10), 3270-3273, 2015	2015
77	Optimizing earthquake damage prediction using particle swarm optimization-based feature selection Google Scholar 👨‍🔬 NAS Winarsih, RA Pramunendar, GF Shidik, B Widjajanto, MS Rohman, ... 📚 Bulletin of Electrical Engineering and Informatics 14 (1), 533-542, 2025	2025
78	Novel unsupervised cluster reinforcement q-learning in minimizing energy consumption of federated edge cloud Google Scholar 👨‍🔬 GF Shidik, O Setiono, EJ Kusuma, LB Handoko, PN Andono, MF Abdollah 📚 IEEE Access, 2025	2025
79	Prediksi Kerusakan Bangunan Pasca Gempa Bumi Menggunakan Metode Deep Neural Network Google Scholar 👨‍🔬 F Fakhrurrozi, DO Ratmana, NAS Winarsih, GW Saraswati, MS Rohman, ... 📚 Jurnal Teknologi Sistem Informasi dan Aplikasi 7 (1), 131-142, 2024	2024
80	Edible and poisonous mushroom classification using convolution neural network (cnn) Google Scholar 👨‍🔬 W Wahyudi, GF Shidik 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
81	Scoping Review Of Sign Language Recognition: An Analysis of MediaPipe Framework and Deep Learning Integration Google Scholar 👨‍🔬 FM Dewanto, HA Santoso, GF Shidik 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
82	Comparison performance of SVM, Naïve Bayes and XGBoost Classifier on climate change issue Google Scholar 👨‍🔬 K Anhsori, GF Shidik 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
83	Comparative Study: Flower Classification using Deep Learning, SMOTE and Fine-Tuning Google Scholar 👨‍🔬 V Praskatama, GF Shidik, AP Ningrum 📚 Journal of Applied Informatics and Computing 8 (2), 557-568, 2024	2024
84	Bird species classification enhancement via adaptive inertia weight particle swarm optimization-based image augmentation selection Google Scholar 👨‍🔬 GF Shidik, RA Pramunendar, PN Andono, MA Soeleman, P Pujiono, ... 📚 IEEE Access 12, 197048-197060, 2024	2024
85	Improvement heart failure prediction using binary preprocessing Google Scholar 👨‍🔬 DK Lutfi, GF Shidik 📚 2023 International Conference on Advanced Mechatronics, Intelligent …, 2023	2023
86	GLCM Feature Extraction and PCA for Tuberculosis Detection with Neural Network Google Scholar 👨‍🔬 MNA Farah, WH Suristiyanti, S Ibad, RA Pramunendar, GF Shidik 📚 2022 International Seminar on Application for Technology of Information and …, 2022	2022
87	Gaussian Mixture Model in Dynamic Background of Video Sequences for Human Detection Google Scholar 👨‍🔬 BH Setyoko, E Noersasongko, GF Shidik, F Budiman, MA Soeleman, ... 📚 2022 5th International Seminar on Research of Information Technology and …, 2022	2022
88	Increasing Accuracy of Support Vector Machine (SVM) By Applying N-Gram and Chi-Square Feature Selection for Text Classification Google Scholar 👨‍🔬 S Fachrurrozi, GF Shidik, AZ Fanani, F Al Zami 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
89	Gamelan composer: a rule-based interactive melody generator for Gamelan music Google Scholar 👨‍🔬 K Hastuti, PN Andono, GF Shidik, E Noersasongko, AM Syarif 📚 Int J Eng Appl (IREA) 8 (4), 148-157, 2020	2020
90	Brain tumor identification using fcm threshold method and morphological area selection Google Scholar 👨‍🔬 R Setyawan, RB Asrori, GF Shidik, AZ Fanani, RA Premunendar 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
91	Evaluation of histogram of oriented gradient (hog) and learning vector algorithm quantization (lvq) in classification carica vasconcellea cundinamarcencis Google Scholar 👨‍🔬 AF Herdajanti, YD Setiyaningrum, GF Shidik, RA Pramunendar, ... 📚 2019 International Seminar on Application for Technology of Information and …, 2019	2019
92	Migrating virtual machine in heterogen and homogen cloud data center with efficient electricity consumption using fuzzy C-meams Google Scholar 👨‍🔬 G Shidik, E Noersasongko, A Nugraha, O Setiono 📚 International Journal of Intelligent Engineering and Systems 12 (6), 199-206, 2019	2019
93	Image enhancement segmentation and edge detection in MRI for mammogram disease Google Scholar 👨‍🔬 M Syahrir, A Kuncoro, AA Kurniawan, MA Soeleman, GF Shidik 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
94	Improvement of Fuzzy C-Mean Using Local Laplacian Filter for Image Segmentation Google Scholar 👨‍🔬 GT Pamungkas, R Majid, GF Shidik, MA Soeleman, RA Pramunendar, ... 📚 2018 International Seminar on Application for Technology of Information and …, 2018	2018
95	FuMAEVMS novel VM selection in dynamic consolidation of virtual machine Google Scholar 👨‍🔬 GF Shidik, MK Azhari 📚 Indian Journal of Science & Technology 9 (40), 1-12, 2016	2016
96	Memodifikasi Algoritma K-Nearest Neighbour Menggunakan Chebyshev Distance Berdasarkan GRAY LEVEL CO-OCCURRENCE MATRIX untuk Klasifikasi Kayu Google Scholar 👨‍🔬 HA Thariq, AP Ricardus 📚 Universitas Dian Nuswantoro, Semarang, 2015	2015
97	Evaluation of VM selection policy in minimizing cost energy VM migration at dynamic virtual machine consolidation Google Scholar 👨‍🔬 GF Shidik, K Mustofa 📚 Advanced Science Letters 21 (10), 3292-3295, 2015	2015
98	Performance Evaluation of Bonding Techniques at Wireless 802.11 n Google Scholar 👨‍🔬 GF Shidik, ZA bin Muhamad Noh 📚 TELKOMNIKA (Telecommunication Computing Electronics and Control) 11 (1), 181-190, 2013	2013
99	Performance Analysis of Interface Bonding and Channel Bonding at Point to Point Google Scholar 👨‍🔬 GF Shidik, ZABM Noh 📚 IEEE Latin America Transactions 11 (1), 633-635, 2013	2013
100	Adaptive Inertia Weight Particle Swarm Optimization for Augmentation Selection in Coral Reef Classification with Convolutional Neural Networks Google Scholar 👨‍🔬 DP Prabowo, MS Rohman, RA Megantara, D Pergiwati, GW Saraswati, ... 📚 JOIV: International Journal on Informatics Visualization 9 (1), 216-223, 2025	2025
101	Strategic Route Planning for Disaster Relief in Palu, Indonesia: A MILP Model Incorporating GIS Data. Google Scholar 👨‍🔬 MS Rohman, GW Saraswati, GF Shidik, PN Andono, RA Pramunendar, ... 📚 Ingénierie des Systèmes d'Information 30 (7), 2025	2025
102	A Comparative Analysis of Eight Machine Learning Models for Climate Change Sentiment Analysis Google Scholar 👨‍🔬 K Anhsori, GF Shidik 📚 JST (Jurnal Sains dan Teknologi) 14 (2), 2025	2025
103	Acceptable noise level of quantum circuit for encrypting plaintext Google Scholar 👨‍🔬 T Sutojo, S Rustad, M Akrom, GF Shidik, HK Dipojono 📚 Franklin Open 12, 100348, 2025	2025
104	Adaptive Momentum Strategies for CNN-Based Speech Emotion Recognition. Google Scholar 👨‍🔬 H Al Azies, M Naufal, M Akrom, GF Shidik, F Yakub 📚 International Journal of Intelligent Engineering & Systems 18 (11), 2025	2025
105	Enhancing machine learning accuracy in detecting preventable diseases using backward elimination method Google Scholar 👨‍🔬 M Dliyauddin, GF Shidik, A Affandy, MA Soeleman 📚 Jurnal Media Informatika Budidarma 8 (1), 115-123, 2024	2024
106	Advanced Dehazing of Single Satellite Imagery Using Enhanced Dark Channel Prior and Refined Transmission Google Scholar 👨‍🔬 F Hafidh, GF Shidik, A Syukur, PN Andono, MA Soeleman 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
107	Refining Parameter Values in Convolutional Neural Networks Using Weight Modification Particle Swarm Optimization for Enhanced Coral Reef Condition Classification. Google Scholar 👨‍🔬 PN Andono, MS Rohman, RA Megantara, D Pergiwati, F Wahyudi, ... 📚 International Journal of Intelligent Engineering & Systems 17 (6), 2024	2024
108	Modified ReLU in Deep Learning Models and Explainable AI Techniques for Accurate and Interpretable Breast Cancer Subtype Classification Google Scholar 👨‍🔬 WA Nugroho, C Supriyanto, GF Shidik 📚 2024 International Conference on Intelligent Cybernetics Technology …, 2024	2024
109	Tune Up Multi Layer Perceptron From Sentiment Analysis with Natural Language Processing Google Scholar 👨‍🔬 AF Kurniawan, ZL Pakerti, GF Shidik 📚 2023 International Seminar on Application for Technology of Information and …, 2023	2023
110	Time-Scale Modification Phase Vocoder for Accent Recognition Google Scholar 👨‍🔬 PJA Malau, GF Shidik, C Supriyanto 📚 2023 International Seminar on Application for Technology of Information and …, 2023	2023
111	Melody difficulty classification using frequent pattern and inter-notes distance analysis Google Scholar 👨‍🔬 PN Andono, E Noersasongko, GF Shidik, K Hastuti, S Sudaryanto, ... 📚 International Journal of Advanced Computer Science and Applications 13 (2), 2022	2022
112	Prediction of hourly solar radiation in Indonesia using LSTM Google Scholar 👨‍🔬 DP Sari, AZ Fanani, GF Shidik 📚 2022 International Seminar on Application for Technology of Information and …, 2022	2022
113	Hybrid Method Based on Stacking for Sentiment Analysis of Indonesian Tweet Responding to COVID-19 Pandemic Google Scholar 👨‍🔬 R Renaldy, GF Shidik, C Supriyanto, MA Soeleman, AZ Fanani, ... 📚 2021 International Seminar on Application for Technology of Information and …, 2021	2021
114	Energy efficiency in cloud data center through unsupervised rule-based VM selection methods Google Scholar 👨‍🔬 GF Shidik, A Nugraha, PN Andono, E Noersasongko, EJ Kusuma 📚 Journal Of Engineering Science And Technology, 2021	2021
115	Implementation of naive bayes algorithm with particle swarm optimization in classification of dress recommendation Google Scholar 👨‍🔬 AR Ismail, AZ Fanani, GF Shidik 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
116	Evaluation of feature extraction for indonesian news classification Google Scholar 👨‍🔬 K Djajadinata, H Faisol, GF Shidik, AZ Fanani 📚 2020 International Seminar on Application for Technology of Information and …, 2020	2020
117	Improvement Support Vector Machine Using Genetic Algorithm in Farmers Term of Trade Prediction at Central Java Indonesia Google Scholar 👨‍🔬 IL Mahargya, GF Shidik 📚 International Journal on Advanced Science, Engineering and Information …, 2020	2020
118	Evaluation Forecasting Method of Farmers Terms of Trade Indonesian Agriculture Google Scholar 👨‍🔬 IL Mahargya, RE Wahyuni, GF Shidik 📚 Proc.-2018 Int. Semin. Appl. Technol. Inf. Commun. Creat. Technol. Hum. Life …, 2018	2018
119	Performance evaluation of distance measurement in biometric finger knuckle print recognition Google Scholar 👨‍🔬 GF Shidik, SW Dausat, RD Ramadhani, FN Adnan 📚 Advanced Science Letters 21 (10), 3274-3277, 2015	2015
120	Analisis Data Transaksi Penjualan Untuk Klasifikasi Jenis Barang Dan Relasi Daya Beli Relatif Masyarakat Menggunakan Algoritma K-Means Serta Asosiasi Apriori Google Scholar 👨‍🔬 L Diana, GF Shidik 📚 J. Teknol. Inf 10 (2), 211-219, 2014	2014
121	Deteksi Api dengan MultiColorFeatures, Background Subtraction dan Morphology Google Scholar 👨‍🔬 GF Shidik, FN Adnan, RA Pramunendar, C Supriyanto, PN Andono 📚 Semantik 3 (1), 2013	2013
122	Guruh Fajar Shidik, Pulung Nurtantio Andono: A Classification Method of Coconut Wood Quality Based on Gray Level Co-Occurrence Matrices Google Scholar 👨‍🔬 RA Pramunendar, C Supriyanto, DH Novianto, IN Yuwono 📚 International Conference on Robotics, Biomimetics, Intelligent Computational …, 2013	2013
123	Framework untuk mendeteksi botnet kraken dan conficker pada jaringan komputer Google Scholar 👨‍🔬 GF Shidik, A Karima 📚 Semantik 1 (1), 2011	2011
124	Improve Semantic Similarity Based on Statistical Approach and LLM based Transformer Model for Extractive Summarization Google Scholar 👨‍🔬 S Rustad, GF Shidik 📚 Array, 100671, 2026	2026
125	A Decade of Progress in Drowsiness Detection Using Facial Features Google Scholar 👨‍🔬 MH Subowo, PN Andono, GF Shidik, HA Santoso 📚 Statistics, Optimization & Information Computing, 2026	2026
126	Attention-augmented GRU for stock forecasting: A trade-off between directional accuracy and price prediction error Google Scholar 👨‍🔬 RD Hartanto, GF Shidik, F Alzami, AZ Fanani, A Marjuni, A Syukur 📚 Journal of Computing Theories and Applications 3 (4), 457-472, 2026	2026
127	Hybrid Process Mining and Fuzzy Relation Weighting for Process Violation Weighting in Fraud Detection. Google Scholar 👨‍🔬 S Huda, GF Shidik, FA Rafrastara, M Abdollah 📚 International Journal of Intelligent Engineering & Systems 18 (5), 2025	2025
128	Securing Medical Images Using Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) for Image Steganography Google Scholar 👨‍🔬 ER Pramudya, LB Handoko, B Harjo, RR Sani, CA Sari, GF Shidik, ... 📚 Jurnal Teknik Informatika (Jutif) 6 (2), 1029-1040, 2025	2025
129	Performance Evaluation of Text Embedding Models for Ambiguity Classification in Indonesian News Corpus: A Comparative Study of TF-IDF, Word2Vec, FastText BERT, and GPT. Google Scholar 👨‍🔬 S Rustad, GF Shidik 📚 Ingénierie des Systèmes d'Information 30 (6), 2025	2025
130	COMPARATIVE ANALYSIS OF CNN ARCHITECTURES FOR TOMATO LEAF DISEASE CLASSIFICATION USING TRANSFER LEARNING Google Scholar 👨‍🔬 A Anton, S Rustad, GF Shidik, A Syukur 📚 JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) 11 (1), 125-135, 2025	2025
131	Optimized Visualization of Digital Image Steganography using Least Significant Bits and AES for Secret Key Encryption Google Scholar 👨‍🔬 C Jatmoko, D Sinaga, H Lestiawan, EZ Astuti, CA Sari, GF Shidik, ... 📚 Kinetik: Game Technology, Information System, Computer Network, Computing …, 2025	2025
132	Comparative Analysis of CNN and Fine-Tuned InceptionV3 With and Without Transposition Layer for Chest X-ray Image Pneumonia Detection Google Scholar 👨‍🔬 EA Widhiyanti, GF Shidik, A Nuraini, TO Ramadhani, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
133	Comparison of YOLO and RF-DETR Performance in Detecting Personal Protective Equipment in Construction Environments Using Tokenization Google Scholar 👨‍🔬 CL Buana, GF Shidik, MN Ubaidillah, YR Grafer, FA Kristiyan, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
134	Underwater Image Enhancement Based on Color Compensation and White Balance Google Scholar 👨‍🔬 MY Kurniawan, MA Soeleman, PN Andono, GF Shidik, AZ Fanani 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
135	Optimization of Handling Lost Objects Using the Multiple Object Tracking Algorithm and Ensemble Kalman Filter Google Scholar 👨‍🔬 DI Mulyana, E Noersasongko, GF Shidik 📚 2024 5th International Conference on Computational Science & Information …, 2024	2024
136	Optimizing Deep Learning Models with Custom ReLU for Breast Cancer Histopathology Image Classification Google Scholar 👨‍🔬 WA Nugroho, C Supriyanto, P Pujiono, GF Shidik 📚 Scientific Journal of Informatics 11 (3), 849-862, 2024	2024
137	Asphalt Road Quality Classification Based on CNN Architecture VGG16 Google Scholar 👨‍🔬 S Utomo, MNW Affandi, GF Shidik 📚 2023 International Seminar on Application for Technology of Information and …, 2023	2023
138	Hyperparameter Optimalization on Transfer Learning Method to Classify Mango Varieties Google Scholar 👨‍🔬 IC Putra, GF Shidik 📚 2023 6th International Conference on Information and Communications …, 2023	2023
139	Prediction Multiclass SVM dengan Optimize Parameter Grid Untuk Memprediksi Performance Student Google Scholar 👨‍🔬 AA Setiawan 📚 Indonesian Journal of Informatics and Research 3 (1), 36-41, 2022	2022
140	Early Detection for Determinants of Risky Behavior in Cervical Cancer Cases through the C4. 5 Algorithm in Indonesia Google Scholar 👨‍🔬 AC Dewi, GF Shidik 📚 2022 International Seminar on Application for Technology of Information and …, 2022	2022
141	Host Overloading Detection pada Dynamic VM Consolidation Menggunakan Fuzzy Mamdani Google Scholar 👨‍🔬 C Umam, GF Shidik 📚 Creative Information Technology Journal 4 (2), 94-105, 2018	2018
142	Time Frame Selection Based Feature Extraction for Fire Detection in Video Surveillance Google Scholar 👨‍🔬 GF Shidik, FN Adnan 📚 Advanced Science Letters 20 (10-11), 1885-1889, 2014	2014
143	Performance Enhancement of Image Clustering Using Singular Value Decomposition in Color Histogram Content-Based Image Retrieval Google Scholar 👨‍🔬 C Supriyanto, GF Shidik, RA Pramunendar, PN Andono	2014
144	A Robust Real-Time Multimodal Polynomial Fusion Framework for Sensor-Based Sign Language Recognition Using Flex–IMU Smart Gloves. Google Scholar 👨‍🔬 DI Mulyana, E Noersasongko, GF Shidik 📚 International Journal of Advanced Computer Science & Applications 17 (1), 528, 2026	2026
145	Comparison of Histogram Equalization and Multi-Scale Retinex Methods for Near-Infrared Image Enhancement in Drowsiness Detection. Google Scholar 👨‍🔬 MH Subowo, PN Andono, GF Shidik, HA Santoso 📚 International Journal of Advanced Computer Science & Applications 17 (1), 846, 2026	2026
146	A Transfer Learning-Based Hybrid Deep Learning Framework for Multi-Crop Plant Leaf Disease Classification. Google Scholar 👨‍🔬 S Rustad, GF Shidik, A Syukur 📚 Ingénierie des Systèmes d'Information 31 (2), 357, 2026	2026
147	Hybrid Spatial–Temporal Stabilization for Real-Time Static Arabic Hijaiyah Letter Recognition Using Polynomial Regression. Google Scholar 👨‍🔬 DI Mulyana, E Noersasongko, GF Shidik 📚 Ingénierie des Systèmes d'Information 31 (3), 849, 2026	2026
148	A Hybrid Systematic Literature Review and Automated Content Analysis for Named Entity Recognition in Disaster Information Management Google Scholar 👨‍🔬 GF Shidik, NAS Winarsih, GW Saraswati, FO Saputra, EJ Kusuma, ... 📚 Natural Language Processing Journal, 100207, 2026	2026
149	Service Placement in Fog Computing: A Systematic Review of Issues, Techniques and Multi-Objective Optimization Approaches Google Scholar 👨‍🔬 A Nugraha, GF Shidik, H Suhartanto, A Marjuni 📚 International Journal of Cognitive Computing in Engineering, 2026	2026
150	A Systematic Literature Review of Quantum Machine Learning for Medical: Trends, Datasets, Topics, and Methods Google Scholar 👨‍🔬 AE Setiawan, S Rustad, A Syukur, MA Soeleman, GF Shidik, IL Mahargya, ... 📚 International Journal of Cognitive Computing in Engineering, 2026	2026
151	Aspect-based Sentiment Analysis with Label-aligned Model and Gated Fusion for Neutral Polar Confusion Reduction. Google Scholar 👨‍🔬 N Alamsyah, E Noersasongko, GF Shidik, N Rijati 📚 International Journal of Intelligent Engineering & Systems 19 (6), 41, 2026	2026
152	OM-YOLO: A Robust and Efficient Detection Model for Preserving Features on Small Traffic Signs. Google Scholar 👨‍🔬 AI Pradana, S Rustad, GF Shidik, HA Santoso 📚 International Journal of Intelligent Engineering & Systems 19 (7), 232, 2026	2026
153	U2S-HS: Unsupervised-to-Supervised Haze Stratification for Adaptive Dehazing with Multi-Profile EDCP. Google Scholar 👨‍🔬 F Hafidh, GF Shidik, A Syukur, PN Andono 📚 IAENG International Journal of Computer Science 53 (7), 2834, 2026	2026
154	DAPATKAH MESIN MENGKURASI BUDAYA?: MASA DEPAN KURASI WARISAN BUDAYA BERBASIS AI Google Scholar 👨‍🔬 GF Shidik, PN Andono, E Noersasongko, AM Syarif, H Himawan 📚 UPT Perpustakaan dan Penerbitan Universitas Dian Nuswantoro, 2026	2026
155	CYBERMUSEUM: EKOSISTEM PENGELOLAAN WARISAN BUDAYA DI ERA AI DAN METAVERSE Google Scholar 👨‍🔬 PN Andono, GF Shidik, E Noersasongko, AZ Fanani, AM Syarif 📚 UPT Perpustakaan dan Penerbitan Universitas Dian Nuswantoro, 2026	2026
156	DIGITALISASI BUDAYA: TRANSFORMASI WARISAN BUDAYA MENUJU ERA AI DAN METAVERSE Google Scholar 👨‍🔬 PN Andono, GF Shidik, E Noersasongko, AZ Fanani, AM Syarif 📚 UPT Perpustakaan dan Penerbitan Universitas Dian Nuswantoro, 2026	2026
157	Navigating Employee Well-Being in the Age of Digital Transformation: A PRISMA-Based Systematic Review Google Scholar 👨‍🔬 SR Moganadas, GGG Goh, CS Cheah, GF Shidik 📚 Societies 16 (7), 213, 2026	2026
158	Region of Interest-Based Breast Cancer Detection with Oversampling Technique. Google Scholar 👨‍🔬 D Kurniawan, A Salam, YP Astuti, C Supriyanto, GF Shidik, PN Andono, ... 📚 Ingénierie des Systèmes d'Information 30 (1), 2025	2025
159	MPH-YOLO method for isolating the controller hand amidst multiple hands in digital interaction environments Google Scholar 👨‍🔬 AR Himamunanto, S Rustad, MA Soeleman, GF Shidik 📚 Edelweiss Applied Science and Technology 9 (7), 665-675, 2025	2025
160	Imperceptible Watermarking Using Discrete Wavelet Transform and Daisy Descriptor for Hiding Noisy Watermark Google Scholar 👨‍🔬 A Abdussalam, C Umam, WS Sari, EH Rachmawanto, GF Shidik, ... 📚 Jurnal Teknik Informatika (Jutif) 6 (2), 1017-1028, 2025	2025
161	Edukasi dan Sosialisasi Aplikasi Berbasis Mobile untuk Deteksi Dini Penyakit Kulit di STIKES Telogorejo Semarang Google Scholar 👨‍🔬 C Supriyanto, C Paramita, ER Subhiyakto, YP Astuti, AW Setiawan, ... 📚 ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 8 (2), 838-844, 2025	2025
162	Acne Scar Classification Using Enhanced CNN and Particle Swarm Optimization Google Scholar 👨‍🔬 S Vitolo, GF Shidik 📚 2025 4th International Conference on Electronics Representation and …, 2025	2025
163	Parameter optimization of image feature extraction using data augmentation for detection and classification of rice plant diseases based on convolutional neural networks Google Scholar 👨‍🔬 P Novantara, PN Andono, GF Shidik, Affandy, MA Soeleman 📚 AIP Conference Proceedings 3141 (1), 040010, 2025	2025
164	ReXtOFAM: A ResNeXt-based Backbone with Optimized Fusion Attention Module for Football Player Detection Using Cascade R-CNN. Google Scholar 👨‍🔬 BH Setyoko, E Noersasongko, GF Shidik, F Budiman 📚 International Journal of Intelligent Engineering & Systems 18 (8), 2025	2025
165	Improved Chaotic Image Encryption on Grayscale Colorspace Using Elliptic Curves and 3D Lorenz System Google Scholar 👨‍🔬 D Sinaga, C Jatmoko, EZ Astuti, EH Rachmawanto, A Abdussalam, ... 📚 Kinetik: Game Technology, Information System, Computer Network, Computing …, 2025	2025
166	Optimization of MobilenetV2 Using PSO for Lightweight and High-Accuracy Tomato Quality Classification Google Scholar 👨‍🔬 KIEW Wibowo, GF Shidik, P Purwanto 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
167	Enhancing Static ASL Gesture Recognition with SE-Integrated VGGNet and Bayesian Optimization Google Scholar 👨‍🔬 FA Kristiyan, GF Shidik, YR Grafer, CL Buana, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
168	Deep Learning Approaches for Medical Data: Early-Stage Diabetes Detection with Class Imbalance Handling Techniques Google Scholar 👨‍🔬 TO Ramadhani, GF Shidik, AM Novtagravina, A Nuraini, EA Widhiyanti, ... 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
169	Performance Evaluation of SHAP and LIME for Cardiovascular Disease Prediction Using an XAI Framework Google Scholar 👨‍🔬 A Nuraini, GF Shidik, EA Widhiyanti, TO Ramadhani, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
170	Feature Extraction Methods for Rescue Requests from Social Media during Natural Disasters Google Scholar 👨‍🔬 A Sutedi, S Rustad, GF Shidik, HA Santoso 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
171	Improvement Of Melanoma Classification using MobileNet with Augmentation and AdamW Optimization Google Scholar 👨‍🔬 ZA Ardiansyah, GF Shidik, MA Soeleman 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
172	Evaluation of Local Prediction Intervals with Locart, Loforrest, XGBoost, and Stacking Regression: An Empirical Study on Used Car Price Prediction Google Scholar 👨‍🔬 J Muchtar, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
173	Hybrid Architecture of Deep Learning InceptionResNetV2 and Bidirectional LSTM for High Accuracy Plant Disease Detection Google Scholar 👨‍🔬 AA Nusantara, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
174	Deep Learning using DeiT Transformer and Simple ResNet-16 Architecture for Tuberculosis Classification Google Scholar 👨‍🔬 DN Aini, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
175	Sarcasm Detection in Online Comments Using Optimized Transformer RoBERTa Google Scholar 👨‍🔬 R Arofiq, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
176	Analyzing the Impact of Transpose Layers on CNN-Based Deep Learning Google Scholar 👨‍🔬 SD Dirganjaya, GF Shidik, MA Ardiena, R Marendratama, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
177	A Post-Processing Verifier-Reranker Architecture for Efficient Hallucination Reduction in Generative Question Answering Google Scholar 👨‍🔬 JN Wibowo, GF Shidik, APD Mareta, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
178	Optimization of Multi-Disease Classification in Rice Leaves Using CNN with Locality Sensitive Hashing and Chebyshev Distance Google Scholar 👨‍🔬 P Novantara, PN Andono, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
179	Improve CNN Architecture using Layer Normalization and Convolution Transpose Layers with Adagrad Optimization for Pest Detection Google Scholar 👨‍🔬 MS Arifin, GF Shidik, PN Andono 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
180	LSTM Performance Improvement Using Hybrid Activation Function to Improve AQI Prediction Accuracy in Semarang Industrial Area Google Scholar 👨‍🔬 IM Reza, PN Andono, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
181	Evaluation of Machine Learning Models for Solar Energy Forecasting with DTBoost Improvement Google Scholar 👨‍🔬 FN Hendi, GF Shidik 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
182	Optimizing BiLSTM with Particle Swarm Optimization and Context-Aware Features for Movie Review Sentiment Classification Google Scholar 👨‍🔬 YR Grafer, GF Shidik, BPA Gautama, FA Kristiyan, CL Buana, EJ Kusuma 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
183	Improvement Stock Price Forecasting with a Hybrid Long Short-Term Memory (LSTM) and Transformer Model Google Scholar 👨‍🔬 MAF Santoso, GF Shidik, A Syukur, F Alzami 📚 2025 International Seminar on Application for Technology of Information and …, 2025	2025
184	The Impact of Custom Layer in CNN with GlobalAveragePooling2D and Dropout for Tomato Leaf Disease Classification Google Scholar 👨‍🔬 GF Shidik 📚 2025 International Conference on Advanced Technologies in Energy and …, 2025	2025
185	An Enhanced CNN with Grey Wolf Optimizer for Skin Cancer Detection Google Scholar 👨‍🔬 SE Ervina, GF Shidik 📚 2025 International Conference on Advanced Technologies in Energy and …, 2025	2025
186	Optimization of Ensemble Deep Learning Models for Freshwater Fish Disease Classification Using Particle Swarm Optimization Google Scholar 👨‍🔬 MRS Maarif, GF Shidik 📚 2025 International Conference on Advanced Technologies in Energy and …, 2025	2025
187	Optimization Convolutional Neural Networks using Particle Swarm Optimization for Malaria Disease Cell Classification Google Scholar 👨‍🔬 I Anisa, GF Shidik, C Supriyanto 📚 2025 International Conference on Advanced Technologies in Energy and …, 2025	2025
188	Addressing Imbalanced and Low-Contrast Images in Skin Cancer Classification with SMOTE and CLAHE Google Scholar 👨‍🔬 AK Mastuti, GF Shidik, C Supriyanto, A Marjuni 📚 2025 IEEE International Biomedical Instrumentation and Technology Conference …, 2025	2025
189	Optimizing Financial Named Entity Recognition with Pre-Trained Language Model Google Scholar 👨‍🔬 VG Utomo, GF Shidik 📚 2025 9th International Conference on Information Technology, Information …, 2025	2025
190	Forecasting Air Quality Indeks Using Long Short Term Memory Google Scholar 👨‍🔬 IW Ramadhani, FO Saputra, RA Pramunendar, GW Saraswati, ... 📚 Journal of Applied Informatics and Computing 8 (1), 22-29, 2024	2024
191	Analysis Performance of Optimization Method in ResNet50 for Cotton Leaf Disease Classification Google Scholar 👨‍🔬 NK Majid, GF Shidik 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
192	Comparison of ResNet & VGGNet for Traffic Sign Image Quality in Nighttime Google Scholar 👨‍🔬 H Sufi, GF Shidik 📚 2024 International Seminar on Application for Technology of Information and …, 2024	2024
193	A Novel Activation Function in Vegetation Density Classification Using Convolutional Neural Networks with Linear-Modified LuTa. Google Scholar 👨‍🔬 RA Pramunendar, DO Ratmana, FA Rafrastara, GF Shidik, PN Andono, ... 📚 International Journal of Intelligent Engineering & Systems 17 (6), 2024	2024
194	Modification of Reward Function in Reinforcement Q-learning Agent to Improve Quality of Service in Federated Edge Cloud. Google Scholar 👨‍🔬 GF Shidik, O Setiono, C Umam, LB Handoko, EJ Kusuma, MA Soeleman, ... 📚 International Journal of Intelligent Engineering & Systems 17 (6), 2024	2024
195	Peningkatan Deep Neural Network pada Kasus Prediksi Diabetes Menggunakan PSO. Google Scholar 👨‍🔬 R Firmansyah, GF Shidik 📚 Techno. com 22 (4), 882, 2023	2023
196	Impact Analysis of RGB Channels to the Quality of Imperceptibility in Image Steganography Google Scholar 👨‍🔬 S Rustad, PN Andono, GF Shidik, MA Soeleman 📚 2022 5th International Conference on Information and Communications …, 2022	2022
197	Automatic Integration of Ubiquitous Access Address in Camera Surveillance System Using Natural Language Processing. Google Scholar 👨‍🔬 E Noersasongko, GF Shidik, A Nugraha, PN Andono, EJ Kusuma 📚 International Review on Modelling & Simulations 14 (1), 70, 2021	2021
198	Through Leaf Using Gray-Level Google Scholar 👨‍🔬 A Anton, S Rustad, GF Shidik, A Syukur 📚 Smart Trends in Computing and Communications: Proceedings of SmartCom 2020, 291, 2020	2020
199	Review of automatic text summarization techniques & methods Google Scholar 👨‍🔬 S Rustad 📚 Journal of King Saud University-Computer and Information Sciences, 2020	2020
200	Optimasi Keseimbangan Lintasan Perakitan Two-Sided Menggunakan Algoritma Simulated Annealing Google Scholar 👨‍🔬 RD Apnena, GF Shidik 📚 Jurnal TEDC 13 (2), 149-158, 2019	2019
201	PENERAPAN TRADISIONAL KRIPTOGRAFI VIGENERE CIPHER PADA PENYISIPAN PESAN LSB-SIFT Google Scholar 👨‍🔬 KD FATKHURUL 📚 Skripsi, Fakultas Ilmu Komputer, 2015	2015
202	ANALISIS FITUR REDUKSI PRINCIPAL COMPONENT ANALYSIS (PCA) PADA AKURASI KLASIFIKASI OZON Google Scholar 👨‍🔬 PF ANANG 📚 Skripsi, Fakultas Ilmu Komputer, 2015	2015
203	FEATURE RECOGNITION BERBASIS CORNER DETECTION DENGAN METODE FAST, SURF, DAN FLANN TREE UNTUK IDENTIFIKASI LOGO PADA AUGMENTED REALITY MOBILE SYSTEM Google Scholar 👨‍🔬 R Prathivi, V Suhartono, GF Shidik 📚 Jurnal Cyberku 11 (2), 100-115, 2015	2015
204	Oriented Bounding Box Optimization on the Rotation Group SO (3, ℜ) Based on Particle Swarm Optimization-Nelder Mead Google Scholar 👨‍🔬 TA Faizati, GF Shidik, V Suhartono 📚 Advanced Science Letters 21 (10), 3074-3078, 2015	2015
205	Efficiency Energy Consumption in Cloud Computing based on Content Position Selection Policy in Dynamic VM Consolidation Google Scholar 👨‍🔬 SF GURUH, A AHMAD 📚 Document Repository, 2014	2014
206	AN IMPROVED TECHNIQUE OF COLOR HISTOGRAM IN IMAGE CLUSTERING USING IMAGE MATTING Google Scholar 👨‍🔬 C SUPRIYANTO, RS BASUKI, GF SHIDIK, RA PRAMUNENDAR, ...	2014
207	CLASSIFICATION MODELS BASED FORWARD SELECTION FOR BUSINESS PERFORMANCE PREDICTION Google Scholar 👨‍🔬 EDI NOERSASONGKO, GF SHIDIK	2014
208	ENHANCEMENT OF 3D SURFACE RECONSTRUCTION OF UNDERWATER CORAL REEF BASE ON SIFT IMAGE MATCHING USING CONTRAST LIMITED ADAPTIVE HISTOGRAM EQUALIZATION AND OUTLIER REMOVAL Google Scholar 👨‍🔬 PN Andono, RA Pramunendar, C Supriyanto, GF Shidik, IKE Purnama, ... 📚 Jurnal Ilmiah Kursor 7 (1), 2013	2013
209	Performance analysis of interface bonding and channel bonding at point to point wireless 802.11 n Google Scholar 👨‍🔬 GF Shidik 📚 Universiti Teknikal Malaysia Melaka, 2011	2011
210	PENGEMBANGAN INCIDENT MANAGEMENT SYSTEM MENGGUNAKAN INFORMATION TECHNOLOGY INFRASTRUCTURE LIBRARRY FRAMEWORK (STUDI PT. MERCEDES-BENZ INDONESIA) Google Scholar 👨‍🔬 SF GURUH 📚 Skripsi, Fakultas Ilmu Komputer, 2008	2008
211	Desain dan Implementasi Metode Self Encryption pada Pengamanan File Google Scholar 👨‍🔬 MRD Rahardjo, GF Shidik
212	FEATURES EXTRACTION ANALYSIS USING FREEMAN CHAIN CODE IN TO INTRODUCTION OF RUSSIA LETTER Google Scholar 👨‍🔬 YDH Putra, GF Shidik
213	Analisa Klasifikasi Genre Film pada Linked Open Data menggunakan Ekstraksi Fitur Principal Component Analysis (PCA) dan Algoritma Naïve Bayes Google Scholar 👨‍🔬 AK Anwar, GF Shidik
214	Analisis Distance Measurement Pada Identifikasi Biometrik Finger Knuckle Print Dengan Ekstraksi Fitur Principal Component Analysis (PCA) Google Scholar 👨‍🔬 SW Dausat, GF Shidik
215	IMPLEMENTASI METODE FUZZY MAMDANI PADA OPENSTACK UNTUK SELEKSI MESIN VIRTUAL IMPLEMENTATION OF FUZZY MAMDANI METHOD ON OPENSTACK NEAT FOR VIRTUAL MACHINE SELECTION Google Scholar 👨‍🔬 TA Kurniawan, GF Shidik
216	Implementasi Metode Constant Position Selection Pada OpenStack Neat Sebagai Seleksi Mesin Virtual Google Scholar 👨‍🔬 KA Hidayat
217	LAPORAN KKI Google Scholar 👨‍🔬 ACCD NETWORK, ASPPV RENDER
218	CONTEMPORARY DESIGN AND STRUCTURAL ANALYSIS IN THE DEVELOPMENT OF A GAMELAN MUSICIAN ROBOT MODEL Google Scholar 👨‍🔬 PN Andono, GF Shidik, E Noersasongko, AM Syarif, R Kadiasti
219	Peningkatan Literasi PTM Berbasis Posbindu dan Edukasi Bahaya Narkoba dengan Metode Active Knowledge Sharing di Yayasan Rumah Damai Semarang Google Scholar 👨‍🔬 FDP Anggraini, YP Astuti, D Pergiwati, GF Shidik, E Noersasongko, ...
220	Franklin Open Google Scholar 👨‍🔬 GF Shidik, HK Dipojono
221	Intelligent Systems with Applications Google Scholar 👨‍🔬 IL Mahargya, GF Shidik, P Affandy, S Rustad
222	QIFE: A Novel Efficient Quantum Feature Extraction for Convolution Deep Learning based Classification Google Scholar 👨‍🔬 IL Mahargya, GF Shidik, A Affandy, P Pujiono, S Rustad, HK Dipojono 📚 Available at SSRN 6045188, 0
223	Analisa Pengaruh Perbedaan Medium Air dan Udara Terhadap Kalibrasi Kamera Dengan Menggunakan Metode Zhang Google Scholar 👨‍🔬 C Supriyanto

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