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Akylbek Tokhmetov, Kenzhegali Nurgaliyev, Liliya Tanchenko

N. Khasyshyn, B. Liubinskyi

Caner İlhan, Aybike Esra Şahin

Ismail Mohamed Youssouf, Taha Etem

Mohammad Mehdi Dadaei, Pouria Hajikarimi, Fereidoon Moghadas Nejad

Yitong Bi, Wenkuan Xu, Lin Song, Molan Yang, Xiangqiang Zhang

Md Rounaque Afroz Haider, Sneha Soni, Sweeti Sah

Rodrigo G. Alarcón, Martín A. Alarcón, Alejandro H. González, Antonio Ferramosca

Hiridik Rajendran, Parthajit Kayal, MOINAK Maiti

David Orlando Salazar Torres, Diyar Altinses, Andreas Schwung

Jean A. C. Dias, Pedro H. Do V. Guimarães, Williane G. S. Pereira, Leonardo De O. Tamasauskas, Marivan S. Gomes, Alan B. S. Corrêa, Karla Figueiredo, Gilson Costa, Gabriel Brito Costa, Fernando A. R. Costa, Marcos C. Da R. Seruffo

Eluã Ramos Coutinho, Jonni G. F. Madeira, Dérick G. F. Borges, Marcus V. Springer, Elizabeth M. de Oliveira, Alvaro L. G. A. Coutinho

Victor Hugo Rondón-Cordero, Lina Montuori, Manuel Alcázar-Ortega, Pierluigi Siano

Sherly A, Mary Subaja Christo, Jesi V Elizabeth

Anas Thamer Mustafa, Omar Sharaf Al-Deen Al-Yozbaky

Winita Sulandari, Yudho Yudhanto, Etik Zukhronah, Isnandar Slamet, Hilman Ferdinandus Pardede, Paulo Canas Rodrigues, Muhammad Hisyam Lee

David Orlando Salazar Torres, Diyar Altinses, Andreas Schwung

Yu-Shin Hu, Kai-Yun Lo, I-Yun Lisa Hsieh

Bum-Jun Kim, Il-Woo Nam

Ranju Kumari Shiwakoti, Chalie Charoenlarpnopparut, Kamal Chapagain

Abirami R, Deepika Sanga, Sowmiya R, Mohd Amer Hussain, Bharani Kumar Depuru

Zhixin Huang, Jiaxiang Lin, Lizheng Lin, Jianyun Chen, Liankai Zheng, Keju Zhang

João Borges, Rui Maia, Sérgio Guerreiro

Peng Lu, Yuze Chen, Ming Chen, Zhenhua Wang, Zongsheng Zheng, Teng Wang, Ru Kong

Randhi Nanang Darmawan, Jemi Cahya Adi Wijaya, Adetiya Prananda Putra

Mingxin Chen, Dong Dong, Fengquan Ji, Yu Tai, Nan Li, Runyu Huang, Tieqiao Xiao

Zhi-cheng Zhang, Yong Wang, Jian-jian Peng, Jun-ting Duan

Hossein Abbasimehr, Amirreza Behboodi, Aram Bahrini

Harshit Gupta, Piyush Agarwal, Kartik Gupta, Suhana Baliarsingh, O. P. Vyas, Antonio Puliafito

Huda Saleem, Zahir M. Hussain

Alusyanti Primawati, Imas Sukaesih Sitanggang, Annisa, Dewi Apri Astuti

Adedayo Ajayi, Patrick Chi-Kwong Luk, Liyun Lao, Mohammad Farhan Khan

Namrye Son, Yoonjeong Shin

M. K. Islam, N. M. S. Hassan, M. G. Rasul, Kianoush Emami, Ashfaque Ahmed Chowdhury

Liling Lin, Mengyi Zhu, Junxiong Qiu, Qiang Li, Junmeng Zheng, Yanni Fu, Jianwei Lin

Chandana Ch, N P G Bhavani

Winita Sulandari, Yudho Yudhanto, Sri Subanti, Crisma Devika Setiawan, Riskhia Hapsari, Paulo Canas Rodrigues

Novan Dwi Cahyono, Surya Sumpeno, Eko Setiiadi

Sunil Kumar Jakhar, C. Vennila, Pallavi R. Rege, Preeti Naval, V Haripriya, Nitish Vashisht

Sema Atasever, Başak Öztürk, Gülbahar Bilgiç

Pham Canh Huy, Nguyen Quoc Minh, Nguyen Dang Tien, Tao Thi Quynh Anh

Yasminah Alali, Fouzi Harrou, Ying Sun

2025	COMPARATIVE ANALYSIS OF VARIOUS FORECAST MODELS OF ELECTRICITY CONSUMPTION IN SMART BUILDINGS Scientific Journal of Astana IT University Akylbek Tokhmetov, Kenzhegali Nurgaliyev, Liliya Tanchenko
2025	Forecasting solar energy generation using deep learning models Mathematical Modeling and Computing N. Khasyshyn, B. Liubinskyi
2025	Evaluation of the EU Aviation Sector’s Progress Towards Net-Zero CO2 Emission by 2050 Süleyman Demirel Üniversitesi Vizyoner Dergisi Caner İlhan, Aybike Esra Şahin
2025	Statistical and Machine Learning Approaches for Energy Consumption Forecasting Using Time Series Analysis Muş Alparslan Üniversitesi Fen Bilimleri Dergisi Ismail Mohamed Youssouf, Taha Etem
2025	Sustainable prospective proposals for utilizing modifiers in bitumen industry to address global warming Scientific Reports Mohammad Mehdi Dadaei, Pouria Hajikarimi, Fereidoon Moghadas Nejad
2025	Prediction of Airtightness Performance of Stratospheric Ships Based on Multivariate Environmental Time-Series Data Forecasting Yitong Bi, Wenkuan Xu, Lin Song, Molan Yang, Xiangqiang Zhang
2025	Lecture Notes in Networks and Systems Md Rounaque Afroz Haider, Sneha Soni, Sweeti Sah
2025	LSTM vs. Prophet: Achieving Superior Accuracy in Dynamic Electricity Demand Forecasting Energies Saleh Albahli
2025	Artificial Neural Networks for Energy Demand Prediction in an Economic MPC‐Based Energy Management System International Journal of Robust and Nonlinear Control Rodrigo G. Alarcón, Martín A. Alarcón, Alejandro H. González, Antonio Ferramosca
2025	A Multipurpose hybrid forecasting framework for economic stress scenarios: evidence from agriculture and energy sectors Future Business Journal Hiridik Rajendran, Parthajit Kayal, MOINAK Maiti
2025	Resampling Multi-Resolution Signals Using the Bag of Functions Framework: Addressing Variable Sampling Rates in Time Series Data Sensors David Orlando Salazar Torres, Diyar Altinses, Andreas Schwung
2025	Enhanced Carbon Flux Forecasting via STL Decomposition and Hybrid ARIMA-ES-LSTM Model in Amazon Forest IEEE Access Jean A. C. Dias, Pedro H. Do V. Guimarães, Williane G. S. Pereira, Leonardo De O. Tamasauskas, Marivan S. Gomes, Alan B. S. Corrêa, Karla Figueiredo, Gilson Costa, Gabriel Brito Costa, Fernando A. R. Costa, Marcos C. Da R. Seruffo
2025	Multi-Step Forecasting of Meteorological Time Series Using CNN-LSTM with Decomposition Methods Water Resources Management Eluã Ramos Coutinho, Jonni G. F. Madeira, Dérick G. F. Borges, Marcus V. Springer, Elizabeth M. de Oliveira, Alvaro L. G. A. Coutinho
2025	Advancements in hybrid and ensemble ML models for energy consumption forecasting: results and challenges of their applications Renewable and Sustainable Energy Reviews Victor Hugo Rondón-Cordero, Lina Montuori, Manuel Alcázar-Ortega, Pierluigi Siano
2025	A hybrid approach to time series forecasting: Integrating ARIMA and prophet for improved accuracy Results in Engineering Sherly A, Mary Subaja Christo, Jesi V Elizabeth
2025	Forecasting Energy Demand and Generation Using Time Series Models: A Comparative Analysis of Classical, Grey, Fuzzy, and Intelligent Approaches Franklin Open Anas Thamer Mustafa, Omar Sharaf Al-Deen Al-Yozbaky
2025	Hybrid Prophet-NAR Model for Short-Term Electricity Load Forecasting IEEE Access Winita Sulandari, Yudho Yudhanto, Etik Zukhronah, Isnandar Slamet, Hilman Ferdinandus Pardede, Paulo Canas Rodrigues, Muhammad Hisyam Lee
2025	2025 IEEE International Conference on Industrial Technology (ICIT) David Orlando Salazar Torres, Diyar Altinses, Andreas Schwung
2025	AI-driven short-term load forecasting enhanced by clustering in multi-type university buildings: Insights across building types and pandemic phases Journal of Building Engineering Yu-Shin Hu, Kai-Yun Lo, I-Yun Lisa Hsieh
2025	A Review of Hybrid LSTM Models in Smart Cities Processes Bum-Jun Kim, Il-Woo Nam
2024	A Deep Learning Approach for Short-Term Electricity Demand Forecasting: Analysis of Thailand Data Applied Sciences Ranju Kumari Shiwakoti, Chalie Charoenlarpnopparut, Kamal Chapagain
2024	Automotive Kit Demand Forecasting Using Advanced Forecasting Models: A Data-Driven Approach for Optimal Demand Forecasting International Journal of Innovative Science and Research Technology (IJISRT) Abirami R, Deepika Sanga, Sowmiya R, Mohd Amer Hussain, Bharani Kumar Depuru
2024	A Sensitive LSTM Model for High Accuracy Zero-Inflated Time-Series Prediction IEEE Access Zhixin Huang, Jiaxiang Lin, Lizheng Lin, Jianyun Chen, Liankai Zheng, Keju Zhang
2024	Lecture Notes in Business Information Processing João Borges, Rui Maia, Sérgio Guerreiro
2024	An improved stacking-based model for wave height prediction Electronic Research Archive Peng Lu, Yuze Chen, Ming Chen, Zhenhua Wang, Zongsheng Zheng, Teng Wang, Ru Kong
2024	Forecasting of COVID-19 Cases Under Different Precaution Strategies in Turkey Düzce Üniversitesi Bilim ve Teknoloji Dergisi Serdar Arslan
2024	Forecasting Model for Tourist Numbers: A Case Study of Tamansari Banyuwangi Tourism Village KnE Social Sciences Randhi Nanang Darmawan, Jemi Cahya Adi Wijaya, Adetiya Prananda Putra
2024	A hybrid Facebook Prophet-ARIMA framework for forecasting high-frequency temperature data Modeling Earth Systems and Environment Mohammed Elseidi
2024	A Study on Spatiotemporal Evolution and Influencing Factors of Chinese National Park Network Attention Land Mingxin Chen, Dong Dong, Fengquan Ji, Yu Tai, Nan Li, Runyu Huang, Tieqiao Xiao
2024	An improved self-attention for long-sequence time-series data forecasting with missing values Neural Computing and Applications Zhi-cheng Zhang, Yong Wang, Jian-jian Peng, Jun-ting Duan
2024	A novel hybrid model to forecast seasonal and chaotic time series Expert Systems with Applications Hossein Abbasimehr, Amirreza Behboodi, Aram Bahrini
2023	FedGrid: A Secure Framework with Federated Learning for Energy Optimization in the Smart Grid Energies Harshit Gupta, Piyush Agarwal, Kartik Gupta, Suhana Baliarsingh, O. P. Vyas, Antonio Puliafito
2023	Reduced-Complexity Estimation of FM Instantaneous Parameters via Deep-Learning Journal of Kufa for Mathematics and Computer Huda Saleem, Zahir M. Hussain
2023	2023 3rd International Conference on Smart Cities, Automation & Intelligent Computing Systems (ICON-SONICS) Alusyanti Primawati, Imas Sukaesih Sitanggang, Annisa, Dewi Apri Astuti
2023	Energy Forecasting Model for Ground Movement Operation in Green Airport Energies Adedayo Ajayi, Patrick Chi-Kwong Luk, Liyun Lao, Mohammad Farhan Khan
2023	Short- and Medium-Term Electricity Consumption Forecasting Using Prophet and GRU Sustainability Namrye Son, Yoonjeong Shin
2023	Forecasting of Solar and Wind Resources for Power Generation Energies M. K. Islam, N. M. S. Hassan, M. G. Rasul, Kianoush Emami, Ashfaque Ahmed Chowdhury
2023	COVID-19 Pandemic and Technological Change: Analysis of Patent Applications Verimlilik Dergisi Metin YILDIRIM
2023	Spatiotemporal distribution of migraine in China: analyses based on baidu index BMC Public Health Liling Lin, Mengyi Zhu, Junxiong Qiu, Qiang Li, Junmeng Zheng, Yanni Fu, Jianwei Lin
2023	2023 9th International Conference on Smart Structures and Systems (ICSSS) Chandana Ch, N P G Bhavani
2023	Comparing the Simple to Complex Automatic Methods with the Ensemble Approach in Forecasting Electrical Time Series Data Energies Winita Sulandari, Yudho Yudhanto, Sri Subanti, Crisma Devika Setiawan, Riskhia Hapsari, Paulo Canas Rodrigues
2023	2023 International Conference on Information Technology and Computing (ICITCOM) Novan Dwi Cahyono, Surya Sumpeno, Eko Setiiadi
2023	2023 International Conference on Emerging Research in Computational Science (ICERCS) Sunil Kumar Jakhar, C. Vennila, Pallavi R. Rege, Preeti Naval, V Haripriya, Nitish Vashisht
2022	A new approach to short-term wind speed prediction: the prophet model Energy Sources, Part A: Recovery, Utilization, and Environmental Effects Sema Atasever, Başak Öztürk, Gülbahar Bilgiç
2022	Short-Term Electricity Load Forecasting Based on Temporal Fusion Transformer Model IEEE Access Pham Canh Huy, Nguyen Quoc Minh, Nguyen Dang Tien, Tao Thi Quynh Anh
2022	2022 10th International Conference on Systems and Control (ICSC) Yasminah Alali, Fouzi Harrou, Ying Sun
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