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PROFIL DOSEN

Foto Muhamad Akrom

Dr. Muhamad Akrom, M.Si.

Teknik Informatika - S1 • Ilmu Komputer

NIDN
0605078702
NPP
0686.11.2015.814
Status Staff
Aktif
Home Base
A11
Golongan
-
Jabatan Fungsional
Asisten Ahli
Email
m.akrom@dsn.dinus.ac.id
akrom5787@gmail.com
Indeks Publikasi
Sinta ID
Sinta Score
1868
H-Index Google
23
H-Index Scopus
13
Statistik Perwalian

Berdasarkan Tahun Angkatan Mahasiswa

Total Keseluruhan: 49 Mahasiswa

3

D-3

46

S-1
Statistik Bimbingan

Berdasarkan Tahun Angkatan Mahasiswa

Total Keseluruhan: 5 Mahasiswa

4

S-1

1

S-2
Jadwal Mengajar
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Realisasi RPS
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Penelitian
Judul Penelitian Tahun Lokasi Peran
Integrasi Algoritma Kuantum untuk Optimasi Model Artificial Intelligence pada Kasus Data Imbalance
2025 Universitas Dian Nuswantoro Anggota
QUANTUM CIRCUIT ARCHITECTURE DESIGN FOR SYNTHETIC DATA GENERATION ON REGRESSION TASKS
2025 UDINUS Anggota
INVESTIGASI SENYAWA ORGANIK SEBAGAI MATERIAL BARU ANTIKOROSI BERBASIS MEKANIKA KUANTUM
2025 Universitas Dian Nuswantoro Ketua
Penanganan Multikolinieritas Menggunakan Pendekatan Teknik Penalized Regression Dalam Meningkatkan Kinerja Model Machine Learning: Studi Kasus Produksi Metanol Dari Hidrogenasi Co2 Berbasis Katalis Cu
2024 Universitas Dian Nuswantoro Anggota
PENINGKATAN KINERJA PENGENALAN EMOSI BERBASIS UCAPAN MENGGUNAKAN DEEP LEARNING DAN FITUR CITRA
2024 Semarang Anggota
ARTIFICIAL INTELLIGENCE BERBASIS FINGERPRINT MACCS (MOLECULAR ACCESS SYSTEM) UNTUK PERCEPATAN INVESTIGASI SENYAWA N-HETEROCYCLIC SEBAGAI MATERIAL ANTIKOROSI
2024 - Ketua
PENGEMBANGAN BAHAN ALAM INDONESIA SEBAGAI GREEN INHIBITOR KOROSI BERBASIS KOMPUTASI MATERIAL
2022 - Anggota
Pengembangan Artificial Intelligence Berbasis Machine Learning untuk Menginvestasi Senyawa Diazine sebagai Material Baru Antikorosi yang Efisien
2023 Kota Semarang Anggota
PENGEMBANGAN BAHAN ALAM INDONESIA SEBAGAI GREEN INHIBITOR KOROSI BERBASIS KOMPUTASI MATERIAL
2024 - Anggota
PENGEMBANGAN BAHAN ALAM INDONESIA SEBAGAI GREEN INHIBITOR KOROSI BERBASIS KOMPUTASI MATERIAL
2024 - Anggota
PENGEMBANGAN ARTIFICIAL INTELLIGENCE BERBASIS MACHINE LEARNING UNTUK MENGINVESTIGASI SENYAWA DIAZINE SEBAGAI MATERIAL BARU ANTIKOROSI YANG EFISIEN
2022 - Anggota
PENGEMBANGAN METODE MACHINE LEARNING UNTUK MEMPREDIKSI PERFORMA PIRIDIN DAN KUINOLIN SEBAGAI INHIBITOR KOROSI PADA BESI
2022 Universitas Dian Nuswantoro Anggota
Quantum Circuit Architecture Design for Synthetic Data Generation on Regression Task
2025 UDINUS Anggota
PENGEMBANGAN BAHAN ALAM INDONESIA SEBAGAI GREEN INHIBITOR KOROSI BERBASIS KOMPUTASI MATERIAL
2023 - Ketua
PENGEMBANGAN BAHAN ALAM INDONESIA SEBAGAI GREEN INHIBITOR KOROSI BERBASIS KOMPUTASI MATERIAL
2024 - Anggota
Pengabdian
Judul Pengabdian Tahun Lokasi Peran
Pelatihan Bijak Gunakan AI : Meningkatkan Pemahaman dan Praktik Penulisan Prompt dalam Software Development untuk Siswa SMK N 9 Semarang
2026 SMK Negeri 9 Semarang Anggota
Pengenalan Teknologi Quantum Untuk Mahasiswa Melalui Kegiatan Kolokium Tentang Qubits And Their Enigmas: Exploring Implementation In Perovskite Materials
2025 Universitas Dian Nuswantoro Anggota
Pelatihan Pembuatan Game Menggunakan'WordWall'
2024 SMA Negeri 2 Mranggen Anggota
IMPLEMENTASI QUANTUM MACHINE LEARNING PADA LOKAKARYA MAHASISWA PASCA SARJANA DAN DOSEN DI KALANGAN UNIVERSITAS DIAN NUSWANTORO DALAM MENYONGSONG ERA REVOLUSI KUANTUM
2024 UDINUS Anggota
IMPLEMENTASI COMPUTATIONAL THINKING PADA KURIKULUM MERDEKA MENGGUNAKAN METODE UNPLUGGED PROGRAMMING ACTIVITY (UPA) PADA “si kecil” DI GAUSSIAN KAMIL SCHOOL
2023 Gaussian Kamis School Semarang Anggota
IMPLEMENTASI COMPUTATIONAL THINKING PADA KURIKULUM MERDEKA MENGGUNAKAN METODE UNPLUGGED PROGRAMMING ACTIVITY (UPA) PADA “si kecil” DI GAUSSIAN KAMIL SCHOOL
2023 Gaussian Kamis School Semarang Anggota
Peningkatan Keterampilan Penulisan Buku Ajar bagi Guru di Yayasan Hidayatullah Gunungpati
2022 Yayasan Hidayatullah Gunungpati Anggota
Peningkatan Keterampilan Penulisan Buku Ajar bagi Guru di Yayasan Hidayatullah Gunungpati
2022 Yayasan Hidayatullah Gunungpati Anggota
Peranan Rekayasa Material Berbasis Fisika Komputasi Dalam Pengembangan Teknologi Industri
2019 SMA Mardisiswa Semarang Anggota
Publikasi
Judul Publikasi Tahun Jurnal / Penerbit Sumber
Effect of Feature Selection on Data-Driven Prediction of Catalyst Performance: A Case Study on Metha 2026 Engineering Chemistry SISTER
Adaptive Momentum Strategies for CNN-Based Speech Emotion Recognition 2025 International Journal of Intelligent Engineering and Systems SINTA
Adaptive Momentum Strategies for CNN-Based Speech Emotion Recognition 2025 International Journal of Intelligent Engineering and Systems SINTA
Quantum Convolutional Neural Networks: Architectures, Applications, and Future Directions: A Review 2025 Journal of Multiscale Materials Informatics SISTER
Data enhancement to improve CNN accuracy for early detection of colorectal cancer
2025 - SINTA
Enhancing the Predictive Accuracy of Corrosion Inhibition Efficiency Using Gradient Boosting with Fe 2025 Journal of Applied Informatics and Computing 9 (6), 3840-3852, 2025 SINTA
Enhanced quantum support vector regression with quantum kernels and virtual sampling for ABX3 perovs 2025 Expert Systems with Applications, 130817, 2025 SINTA
Hybrid Quantum Neural Network for Predicting Corrosion Inhibition Efficiency of Organic Molecules 2025 Journal of Multiscale Materials Informatics 2 (2), 48-54, 2025 SINTA
Data enhancement to improve CNN accuracy for early detection of colorectal cancer 2025 Array SINTA
Blood–brain barrier permeability prediction via novel stacking classical-quantum hybrid model 2025 Computational Toxicology SINTA
Framework for Early Prediction of Lithium-Ion Battery Lifetime: A Hybrid Quantum-Classical Approach 2025 Journal of Multiscale Materials Informatics 2 (2), 40-47, 2025 SINTA
Hyperchaotic cross-coupled quantum 2D maps with interdependent rotational asymmetry for secure image 2025 Optics Communications, 132699, 2025 SINTA
Quantum Neural Network in Architectures, Learning Mechanisms, and Emerging Applications Across Domai 2025 Journal of Multiscale Materials Informatics 2 (2), 30-39, 2025 SINTA
Variational Quantum Circuits Design Principles, Applications, and Challenges Toward Practical: A Rev 2025 Journal of Multiscale Materials Informatics 2 (2), 16-29, 2025 SINTA
Blood–brain barrier permeability prediction via novel stacking classical-quantum hybrid model 2025 Computational Toxicology, 100388, 2025 SINTA
Unsupervised Masking of Sedimentary Pores using K-Means and Fuzzy C-Means Clustering 2025 2025 International Seminar on Application for Technology of Information and …, 2025 SINTA
Gaussian Mixture-Based Data Augmentation Improves QSAR Prediction of Corrosion Inhibition Efficiency 2025 Journal of Applied Informatics and Computing SISTER
Acceptable Noise Level of Quantum Circuit for Encrypting Plaintext 2025 Franklin Open SINTA
Acceptable noise level of quantum circuit for encrypting plaintext 2025 Franklin Open SINTA
An adaptive Hamiltonian circuit of virtual sample generation for a small dataset 2025 Journal of Computational Science SINTA
SMILES-driven machine learning for high-throughput investigation of anti-corrosion materials 2025 Chemometrics and Intelligent Laboratory Systems SINTA
KOMPUTASI KUANTUM: Revolusi Teknologi Masa Depan
2025 Penerbit Andi, 2025 SINTA
Investigation of corrosion Inhibition capability of ionic liquid: a machine learning approach
2025 Brazilian Journal of Chemical Engineering, 1-20, 2025 SINTA
Development and Implementation of a Corrosion Inhibitor Chatbot Using Bidirectional Long Short-Term
2025 IJNMT UMN SISTER
Deteksi Struktur Material Perovskit ABO3 Berbasis Machine Learning
2025 METIK JURNAL (AKREDITASI SINTA 3) 9 (1), 137-147, 2025 SINTA
Deteksi Struktur Material Perovskit ABO3 Berbasis Machine Learning 2025 METIK Journal (Media Teknologi Informasi dan Komputer Journal) SISTER
An adaptive Hamiltonian circuit of virtual sample generation for a small dataset 2025 Journal of Computational Science SINTA
Layerwise Quantum Training: A Progressive Strategy for Mitigating Barren Plateaus in Quantum Neural 2025 Journal of Multiscale Materials Informatics SISTER
Comparative Study of Classical, Quantum, and Hybrid Stacking Models for Predicting Corrosion Inhibit 2025 Journal of Multiscale Materials Informatics 2 (1), 1-6, 2025 SINTA
Evaluating Gate-Based Quantum Machine Learning Models on Quantum Chemistry Datasets 2025 Journal of Multiscale Materials Informatics 2 (1), 40-46, 2025 SINTA
Synergizing Quantum Computing and Machine Learning: A Pathway Toward Quantum-Enhanced Intelligence 2025 Journal of Multiscale Materials Informatics 2 (1), 18-25, 2025 SINTA
Towards intelligent post-quantum security: a machine learning approach to FrodoKEM, Falcon, and SIKE 2025 Journal of Multiscale Materials Informatics 2 (1), 7-17, 2025 SINTA
Tree Tensor Network Quantum-Classical Hybrid Neural Architecture for Efficient Data Classification 2025 Journal of Multiscale Materials Informatics 2 (1), 34-39, 2025 SINTA
Corrosion Inhibitor Chatbot Design Based on Bidirectional Long Short-Term Memory 2025 IJNMT (International Journal of New Media Technology) 12 (1), 2025 SINTA
SMILES-driven machine learning for high-throughput investigation of anti-corrosion materials 2025 Chemometrics and Intelligent Laboratory Systems SISTER
Klasifikasi Otomatis Korosi Menggunakan Convolutional Neural Network dan Transfer Learning dengan Mo
2025 Jurnal Algoritma 22 (1), 138-148, 2025 SINTA
Optimasi model machine learning untuk prediksi inhibitor korosi berbasis augmentasi dataset senyawa
2025 - SISTER
Optimasi model machine learning untuk prediksi inhibitor korosi berbasis augmentasi dataset senyawa
2025 NERO (Networking Engineering Research Operation) 10 (1), 1-12, 2025 SINTA
Machine Learning and Density Functional Theory Investigation of Corrosion Inhibition Capability of I 2025 International Journal of Advances in Data and Information Systems 6 (1), 165-177, 2025 SINTA
SMOTE-ENN Resampling to Optimize Diabetes Prediction in Imbalanced Data 2025 Ingenierie Des Systemes D Information SINTA
Predicting CO2 adsorption in metal-organic frameworks: Integrating machine learning with virtual sam 2025 Results in Surfaces and Interfaces SINTA
Predicting lattice constant in ABX<inf>3</inf> perovskite via quantum machine learning 2025 Computational Materials Science SINTA
Gradient Boosting-based Machine Learning for Prediction of Corrosion Inhibition Capability of Ionic 2025 International Journal of Advances in Data and Information Systems SISTER
Single Qubit Quantum Logistic-Sine XYZ-Rotation Maps: An Ultra-Wide Range Dynamics for Image Encrypt 2025 Computers, Materials & Continua SISTER
A novel quantum-enhanced model cascading approach based on support vector machine in blood-brain bar 2025 Materials Today Communications SINTA
Variational Quantum Circuit-Based Quantum Machine Learning Approach for Predicting Corrosion Inhibit 2025 Jurnal Online Informatika SINTA
Effect of Virtual Sample Generation in Predicting Corrosion Inhibition Efficiency on Pyridazine
2025 Journal of Applied Informatics and Computing 9 (2), 382-389, 2025 SINTA
Prediction of Corrosion Inhibitor Efficiency Based on Quinoxaline Compounds Using Polynomial Regress
2025 Journal of Applied Informatics and Computing 9 (2), 376-381, 2025 SINTA
Machine learning-based model for predicting performances of pyridines-quinolines as corrosion inhibi 2025 AIP Conference Proceedings The 4th Materials Research Society of Indonesia (MRS-id) Meeting SINTA
Machine learning-based model for predicting performances of pyridines-quinolines as corrosion inhibi
2025 - SISTER
Prediction of corrosion inhibition efficiency of drugs on steel surfaces using machine learning-base
2025 - SISTER
Quantum machine learning for ABO<inf>3</inf> perovskite structure prediction 2025 Computational Materials Science SINTA
QSPR model for predicting inhibition capacities of pyridazine-based corrosion inhibitors on mild ste
2025 - SISTER
QSPR model for predicting inhibition capacities of pyridazine-based corrosion inhibitors on mild ste 2025 THE 4TH MATERIALS RESEARCH SOCIETY OF INDONESIA (MRS-ID) MEETING SINTA
Quantum machine learning for ABO3 perovskite structure prediction
2025 Computational Materials Science 250, 113694, 2025 SINTA
Quantum machine learning for ABO<sub>3</sub> perovskite structure prediction 2025 COMPUTATIONAL MATERIALS SCIENCE SINTA
Prediction of corrosion inhibition efficiency of drugs on steel surfaces using machine learning-base 2025 AIP SINTA
Transformative Insights into Corrosion Inhibition: A Machine Learning Journey from Prediction to Web
2025 Jurnal Ilmu Komputer dan Informasi 18 (1), 1-9, 2025 SINTA
Hybrid Quantum-Deep Learning Approach: Optimizing Land Cover Classification with GMM Outlier and Fus 2025 International Journal of Intelligent Engineering and Systems SINTA
Comparison of Multilinear Regression and AdaBoost Regression Algorithms in Predicting Corrosion Inhi
2025 Ultimatics: Jurnal Teknik Informatika 16 (2), 135-141, 2024 SINTA
Machine Learning-Based Prediction of Corrosion Inhibition Efficiency of Expired Pharmaceuticals: Mod
2025 Journal of Bio-and Tribo-Corrosion 11 (1), 24, 2025 SINTA
Machine Learning‑Based Prediction of Corrosion Inhibition Efficiency of Expired Pharmaceuticals: M 2025 Springer Nature - Journal of Bio and Tribo Corrosion SISTER
Utilization of Machine Learning for Predicting Corrosion Inhibition by Quinoxaline Compounds
2025 Journal of Applied Informatics and Computing 9 (1), 173-177, 2025 SINTA
A Quantum Circuit Learning-based Investigation: A Case Study in Iris Benchmark Dataset Binary Classi
2025 Journal of Computing Theories and Applications 2 (3), 355-367, 2025 SINTA
Stacking Classical-Quantum Hybrid Learner Approach for Corrosion Inhibition Efficiency of N-Heterocy
2025 Results in Surfaces and Interfaces, 100462, 2025 SINTA
Penerapan Gamifikasi Materi Pembelajaran Tingkat SMA dengan Menggunakan Wordwall 2025 LPPM Universitas Dian Nuswantoro Semarang SISTER
Hybrid Quantum-Deep Learning Approach: Optimizing Land Cover Classification with GMM Outlier and Fus 2025 International Journal of Intelligent Engineering and Systems SINTA
Stacking classical-quantum hybrid learning approach for corrosion inhibition efficiency of N-heteroc 2025 Results in Surfaces and Interfaces SINTA
A machine learning approach for forecasting the efficacy of pyridazine corrosion inhibitors 2025 Theoretical Chemistry Accounts SINTA
Single Qubit Quantum Logistic-Sine XYZ-Rotation Maps: An Ultra-Wide Range Dynamics for Image Encrypt 2025 Computers Materials and Continua SINTA
Comparison of Multilinear Regression and AdaBoost Regression Algorithms in Predicting Corrosion Inhi 2025 Ultimatics SISTER
A machine learning approach for forecasting the efficacy of pyridazine corrosion inhibitors 2024 SPRINGER SISTER
Machine Learning-Based Prediction of Corrosion Inhibition Efficiency of Expired Pharmaceuticals: Mod 2024 Journal of Bio-and Tribo-Corrosion 11 (1), 24, 2025 SINTA
A machine learning approach for forecasting the efficacy of pyridazine corrosion inhibitors 2024 Theoretical Chemistry Accounts SINTA
A Machine Learning Approach for Forecasting the Efficacy of Pyridazine Corrosion Inhibitors
2024 - SINTA
A feature restoration for machine learning on anti-corrosion materials 2024 Case Studies in Chemical and Environmental Engineering SINTA
IMPLEMENTASI QSVM DALAM KLASIFIKASI BINER PADA KASUS KANKER PROSTAT
2024 NERO (Networking Engineering Research Operation) 9 (2), 119-126, 2024 SINTA
Effectiveness of K-means Clustering-Based Outlier Handling Techniques in Colonic Condition Endoscopy
2024 2024 IEEE International Conference on Communication, Networks and Satellite &#8230;, 2024 SINTA
Ensemble Stacking of Machine Learning Approach for Predicting Corrosion Inhibitor Performance of Pyr 2024 International Journal of Advances in Data and Information Systems SISTER
Effect of feature selection on data-driven prediction of catalyst performance: A case study on metha 2024 5th International Conference on Physical Instrumentation and Advanced Materials (ICPIAM) SISTER
Predicting Methanol Space-Time Yield from CO? Hydrogenation Using Machine Learning: Statistical Eval 2024 International Journal of Advances in Data and Information Systems SINTA
Predicting Methanol Space-Time Yield from CO2 Hydrogenation Using Machine Learning: Statistical Eval 2024 International Journal of Advances in Data and Information Systems (IJADIS) SISTER
Robust Machine Learning for Predicting Thermal Stability of Metal-Organic Framework 2024 Chemistry Africa SINTA
Robust Machine Learning for Predicting Thermal Stability of Metal-Organic Framework 2024 Chemistry Africa SINTA
Robust Machine Learning for Predicting Thermal Stability of Metal Organic Framework
2024 Chemistry Africa SINTA
Comparative Analysis of Linear Regression, Decision Tree, and Gradient Boosting Models for Predictin 2024 - SISTER
Investigation of an amino acid compound as a corrosion inhibitor via ensemble learning 2024 Journal of Multiscale Materials Informatics 1 (2), 14-18, 2024 SINTA
Quantum support vector regression for predicting corrosion inhibition of drugs
2024 Journal of Multiscale Materials Informatics 1 (2), 30-34, 2024 SINTA
Variational quantum algorithm for forecasting drugs for corrosion inhibitor
2024 Journal of Multiscale Materials Informatics 1 (2), 35-39, 2024 SINTA
Quantum machine learning for corrosion resistance in stainless steel 2024 Materials Today Quantum SINTA
Quantum machine learning for corrosion resistance in stainless steel 2024 Materials Today Quantum, 100013, 2024 SINTA
A feature restoration for machine learning on anti-corrosion materials
2024 Case Studies in Chemical and Environmental Engineering, 100902, 2024 SINTA
Machine learning for pyrimidine corrosion inhibitor small dataset 2024 Theoretical Chemistry Accounts SINTA
Implementation of quantum machine learning in predicting corrosion inhibition efficiency of expired 2024 Materials Today Communications SINTA
Implementation of quantum machine learning in predicting corrosion inhibition efficiency of expired 2024 Materials Today Communications SINTA
Machine learning for pyrimidine corrosion inhibitor small dataset 2024 Theoretical Chemistry Accounts SINTA
Investigasi Model Machine Learning Regresi Pada Senyawa Obat Sebagai Inhibitor Korosi
2024 Jurnal Algoritma 21 (1), 332-342, 2024 SINTA
Harnessing Quantum SVR on Quantum Turing Machine for Drug Compounds Corrosion Inhibitors Analysis
2024 Advance Sustainable Science Engineering and Technology 6 (3), 02403013-02403013, 2024 SINTA
Comparison of Linear and Non-Linear Machine Learning Algortima for Predicting the Effectiveness of P
2024 IJNMT (International Journal of New Media Technology) 11 (1), 8-15, 2024 SINTA
XGBoost performance in predicting corrosion inhibition efficiency of Benzimidazole Compounds
2024 Journal of Multiscale Materials Informatics 1 (2), 9-13, 2024 SINTA
Quantum Support Vector Machine for Classification Task: A Review
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