Irsan Hardi

Verba volant, scripta manent.



Economic Modeling and Data Analytics Unit

Graha Primera Saintifika



Publications


Green human development in Indonesia: Role of renewable and nonrenewable energy


Irsan Hardi, Edi Saputra Ringga, Ghalieb Mutig Idroes, Chahayu Astina, Umri Praja Muda, T. R. Noviandy, R. Idroes

China Population Resources and Environment, 2025


Investigating hydropower energy consumption's effect on Southeast Asia's path to achieving environmental sustainability and carbon neutrality


Ghalieb Mutig Idroes, Iffah Hafizah, Djoni Hartono, D. B. Dharma, Irsan Hardi, T. R. Noviandy, R. Idroes

Carbon Research, 2025


Agrochemicals, GHG Emissions, and GDP in Southeast Asia: A Machine Learning Approach with Hierarchical Clustering


Qalbin Salim Fazli, Ghalieb Mutig Idroes, Iin Shabrina Hilal, Iffah Hafizah, Irsan Hardi, T. R. Noviandy

Grimsa Journal of Business and Economics Studies, 2025


Do Business Conditions Drive FDI Inflows? A Decomposition Analysis Using B-READY Indicators


Irsan Hardi, Mustafa Necati Çoban, Ar Razy Ridha Maulana, Ghalieb Mutig Idroes, Ulfa Mardayanti

Indatu Journal of Management and Accounting, 2025


Integrating explainable artificial intelligence and light gradient boosting machine for glioma grading


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi

Informatics and Health, 2025


Inclusive innovation and green growth in advanced economies


Irsan Hardi, Ghalieb Mutig Idroes, Laura Márquez-Ramos, T. R. Noviandy, R. Idroes

Sustainable Futures, 2025


An interpretable Bayesian-optimized XGBoost framework for neuropsychiatric drug candidate classification


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi

Iran Journal of Computer Science, 2025


An Explainable Machine Learning Study of Behavioral and Psychological Determinants of Depression in the Academic Environment


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi, Edi Saputra Ringga, R. Idroes

Journal of Educational Management and Learning, 2025


Firm-Level and Public-Sector Corruption Perceptions: The Nexus


Irsan Hardi, Muhammad Adam, Edi Saputra Ringga

Indatu Journal of Management and Accounting, 2025


Reducing the poverty gap and severity in Indonesia: The role of renewable energy access and consumption


Irsan Hardi, Robert Kurniawan, Samrat Ray, Ghalieb Mutig Idroes, T. R. Noviandy, M. S. A. Majid

Human Settlements and Sustainability, 2025


Innovation and Carbon Emissions: A Southeast Asian Perspective


Irsan Hardi, Mustafa Necati Çoban, M. Fumey

Ekonomikalia Journal of Economics, 2025


Economic growth and environmental impact: Assessing the role of geothermal energy in developing and developed countries


Ghalieb Mutig Idroes, Irsan Hardi, Iin Shabrina Hilal, Resty Tamara Utami, T. R. Noviandy, R. Idroes

Innovation and Green Development, 2024


The Impact of Credit Access on Economic Growth in SEA Countries


Ghalieb Mutig Idroes, Putri Maulidar, Rio Marsellindo, Mohd Afjal, Irsan Hardi

Indatu Journal of Management and Accounting, 2024


Long-Term Impact of Dirty and Clean Energy on Indonesia’s Economic Growth: Before and During the COVID-19 Pandemic


Edi Saputra Ringga, Iffah Hafizah, G. M. Idroes, Faizah Amalina, Mirzatul Kadri, Ghalieb Mutig Idroes, T. R. Noviandy, Irsan Hardi

Grimsa Journal of Business and Economics Studies, 2024


Machine Learning Approach to Predict AXL Kinase Inhibitor Activity for Cancer Drug Discovery Using Bayesian Optimization-XGBoost


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi

Journal of Soft Computing and Data Mining, 2024


Classifying Beta-Secretase 1 Inhibitor Activity for Alzheimer’s Drug Discovery with LightGBM


T. R. Noviandy, Khairun Nisa, Ghalieb Mutig Idroes, Irsan Hardi, N. R. Sasmita

Journal of Computing Theories and Applications, 2024


Economic freedom and growth dynamics in Indonesia: an empirical analysis of indicators driving sustainable development


Irsan Hardi, Mohd Afjal, Mohsin Khan, Ghalieb Mutig Idroes, T. R. Noviandy, Resty Tamara Utami

Cogent Economics & Finance, 2024


Forecasting Bank Stock Trends Using Artificial Intelligence: A Deep Dive into the Neural Prophet Approach


T. R. Noviandy, Irsan Hardi, Ghalieb Mutig Idroes

The International Journal of Financial Systems, 2024


Environmental and Economic Clustering of Indonesian Provinces: Insights from K-Means Analysis


T. R. Noviandy, Irsan Hardi, Zahriah Zahriah, Rahmi Sofyan, N. R. Sasmita, Iin Shabrina Hilal, Ghalieb Mutig Idroes

Leuser Journal of Environmental Studies, 2024


Exploring Indonesia's CO2 Emissions: The Impact of Agriculture, Economic Growth, Capital and Labor


Putri Maulidar, F. Fitriyani, N. R. Sasmita, Irsan Hardi, Ghalieb Mutig Idroes

Grimsa Journal of Business and Economics Studies, 2024


Business Confidence in the Shift to Renewable Energy: A Country-Specific Assessment in Major Asian Economies


Irsan Hardi, Ghalieb Mutig Idroes, Yoshihiro Hamaguchi, Muhlis Can, T. R. Noviandy, R. Idroes

Journal of Economy and Technology, 2024


Exploring the role of geothermal energy consumption in achieving carbon neutrality and environmental sustainability


Ghalieb Mutig Idroes, Mohd Afjal, Mohsin Khan, Mohammad Haseeb, Irsan Hardi, T. R. Noviandy, R. Idroes

Heliyon, 2024


The dynamic impact of non-renewable and renewable energy on carbon dioxide emissions and ecological footprint in Indonesia


Ghalieb Mutig Idroes, Irsan Hardi, Md. Hasanur Rahman, Mohd Afjal, T. R. Noviandy, R. Idroes

Carbon Research, 2024


A Model-Agnostic Interpretability Approach to Predicting Customer Churn in the Telecommunications Industry


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi, Mohd Afjal, Samrat Ray

Infolitika Journal of Data Science, 2024


Business Confidence in Indonesia: Which Macroeconomic Factors Have Long-Term Impact?


Irsan Hardi, Najabat Ali, Niroj Duwal, N. C. Devi, Ulfa Mardayanti, Ghalieb Mutig Idroes

Indatu Journal of Management and Accounting, 2024


Innovation and Economic Growth in the Top Five Southeast Asian Economies: A Decomposition Analysis


Irsan Hardi, Samrat Ray, Muhammad Umer Quddoos Attari, Najabat Ali, Ghalieb Mutig Idroes

Ekonomikalia Journal of Economics, 2024


Prognostication of differentiated thyroid cancer recurrence: An explainable machine learning approach


G. M. Idroes, T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi, T. F. Duta, Lama MA. Hamoud, Hala T. Al-Gunaid

Narra X, 2024


Starting a Business: A Focus on Construction Permits, Electricity Access, and Property Registration


Irsan Hardi, Xuan-Hoa Nghiem, Sunil Suwal, Edi Saputra Ringga, Rio Marsellindo, Ghalieb Mutig Idroes

Indatu Journal of Management and Accounting, 2024


Shadow Economy, Energy Consumption, and Ecological Footprint in Indonesia


Irsan Hardi, Mohd Afjal, Muhlis Can, Ghalieb Mutig Idroes, T. R. Noviandy, R. Idroes

Sustainable Futures, 2024


Consumer Confidence and Economic Indicators: A Macro Perspective


Irsan Hardi, Samrat Ray, Niroj Duwal, Ghalieb Mutig Idroes, Ulfa Mardayanti

Indatu Journal of Management and Accounting, 2024


Energy Poverty and Environmental Quality Nexus: Empirical Evidence from Selected South Asian Countries


Asaduzzaman Sikdar, Nor Yasmin binti Mhd Bani, Abul Hasnat Muhammed Salimullah, S. Majumder, Ghalieb Mutig Idroes, Irsan Hardi

Ekonomikalia Journal of Economics, 2024


An Interpretable Machine Learning Strategy for Antimalarial Drug Discovery with LightGBM and SHAP


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi

Journal of Future Artificial Intelligence and Technologies, 2024


Assessing the Linkage Between Sustainability Reporting and Indonesia’s Firm Value: The Role of Firm Size and Leverage


Irsan Hardi, Ghalieb Mutig Idroes, Natasha Athira Keisha Hardia, Irfan Fajri, Nurul Furqan, T. R. Noviandy, Resty Tamara Utami

Indatu Journal of Management and Accounting, 2023


Decomposed Impact of Democracy on Indonesia’s Economic Growth


Irsan Hardi, Edi Saputra Ringga, Ade Habya Fijay, Ar Razy Ridha Maulana, Rahmilia Hadiyani, Ghalieb Mutig Idroes

Ekonomikalia Journal of Economics, 2023


Credit Card Fraud Detection for Contemporary Financial Management Using XGBoost-Driven Machine Learning and Data Augmentation Techniques


T. R. Noviandy, Ghalieb Mutig Idroes, A. Maulana, Irsan Hardi, Edi Saputra Ringga, R. Idroes

Indatu Journal of Management and Accounting, 2023


Dynamic Impact of Inflation and Exchange Rate in Indonesia's Top 10 Market Capitalization Companies: Implications for Stock Prices


Irsan Hardi, Ghalieb Mutig Idroes, Resty Tamara Utami, Putri Dahlia, Muhammad Alfin Falha Mirza, Rais Aulia Humam, Rizka Chairunnisa, Natasha Athira Keisha Hardia, Rimal Mahdani

Indatu Journal of Management and Accounting, 2023


A Deep Dive into Indonesia's CO2 Emissions: The Role of Energy Consumption, Economic Growth and Natural Disasters


Ghalieb Mutig Idroes, Irsan Hardi, T. R. Noviandy, N. R. Sasmita, Iin Shabrina Hilal, Fitranto Kusumo, R. Idroes

Ekonomikalia Journal of Economics, 2023


Unveiling the Carbon Footprint: Biomass vs. Geothermal Energy in Indonesia


Ghalieb Mutig Idroes, S. Syahnur, M. Shabri, A. Majid, R. Idroes, F. Kusumo, Irsan Hardi

Ekonomikalia Journal of Economics, 2023


Natural Disasters and Economic Growth in Indonesia


Ghalieb Mutig Idroes, Irsan Hardi, M. Nasir, Eddy Gunawan, Putri Maulidar, Ardian Maulana

Ekonomikalia Journal of Economics, 2023


Decrypting the Relationship Between Corruption and Human Development: Evidence from Indonesia


Irsan Hardi, Jumadil Saputra, Rahmilia Hadiyani, Ardian Maulana, Ghalieb Mutig Idroes

Ekonomikalia Journal of Economics, 2023


Economic Growth, Agriculture, Capital Formation and Greenhouse Gas Emissions in Indonesia: FMOLS, DOLS and CCR Applications


Irsan Hardi, Ghalieb Mutig Idroes, T. Zulham, Suriani Suriani, Jumadil Saputra

Ekonomikalia Journal of Economics, 2023


Does Online Education Make Students Happy? Insights from Exploratory Data Analysis


T. R. Noviandy, Ghalieb Mutig Idroes, Irsan Hardi, T. Emran, Zahriah Zahriah, S. Rahimah, Andi Lala, R. Idroes

Journal of Educational Management and Learning, 2023


Determinants Comparative Advantage of Non-Oil Export 34 Provinces in Indonesia


Irsan Hardi, T. Dawood, P. Syathi

International Journal of Business Economics and Social Development, 2021

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