Time Series Analysis and Forecasting

29 ta ish

1. An Innovative Navigating System Design along with AI Tech Integration for Modern System Implementation for Business

   Shokhistakhon Akhunova, Odinakhon Tuychiyeva, Dildorakhon Tukhtasinova +1

   MaqolaModeling, Simulation, and Optimization20246 iqtibos

   ABIABI:AkademIndex/2024.article.007650

2. Finding optimal architecture of neural networks for predicting referrals on the virtual museums website

   Otabek Khujaev, Omonboy Khalmuradov, Ortiq Ruzibayev +2

   MaqolaTime Series Analysis and Forecasting2021 International Conference on Information Science and Communications Technologies (ICISCT)20213 iqtibos

   ABIABI:AkademIndex/2021.article.001299

3. Time Series Signal Analysis With Information Granulation Based on Permutation Entropy: An Application to Electroencephalography Signals

   Youpeng Yang, Sanghyuk Lee, Haolan Zhang +1

   MaqolaNeural Networks and ApplicationsIEEE Transactions on Human-Machine Systems20252 iqtibos

   ABIABI:AkademIndex/2025.article.000760

4. Integrating XAI and Machine Learning for an Effective Forest Fire Prediction System

   Nippon Datta, Muhammad Saqib, Mohammad Tarek Aziz +2

   MaqolaFire effects on ecosystems20252 iqtibos

   ABIABI:AkademIndex/2025.article.001654

5. Intelligent Adaptive Algorithm for Boundary Detection of Dynamically Changing Regions in Video Sequences

   Ma'ruf Tojiyev, I.Q. Himmatov, Odilbek Chiniyev

   MaqolaVideo Analysis and Summarization20262 iqtibos

   ABIABI:AkademIndex/2026.article.013959

6. Comprehensive Analysis and Improved Techniques for Anomaly Detection in Time Series Data with Autoencoder Models

   Sarvarbek Erniyazov, Yongmin Kim, Mohammed Abdul Jaleel +1

   MaqolaOAOchiq kirishAnomaly Detection Techniques and ApplicationsInternational Journal on Advanced Science Engineering and Information Technology20241 iqtibos

   ABIABI:AkademIndex/2026.other.093048

7. Deep learning model for efficient traffic forecasting in intelligent transportation systems

   Shakir Khan, Faisal Yousef Alghayadh, Tariq Ahamed Ahanger +4

   MaqolaTraffic Prediction and Management TechniquesNeural Computing and Applications20241 iqtibos

   ABIABI:AkademIndex/2026.other.109358

8. Clustering by Fast Search and Find of Density Peaks with Data Field

   Shuliang Wang, Dakui Wang, Caoyuan Li +2

   MaqolaAdvanced Clustering Algorithms ResearchChinese Journal of Electronics20160 iqtibos

   ABIABI:AkademIndex/2016.article.000010

9. Track Finding with Deep Neural Networks

   M. Kucharczyk, M. W. Wolter

   MaqolaOAOchiq kirishAdvanced Neural Network ApplicationsComputer Science20190 iqtibos

   ABIABI:AkademIndex/2019.article.000586

10. ESTIMATES OF EPICENTRAL DISTANCE AND MAGNITUDE FROM ONE SEISMIC STATION

    M. Z. Shayakubova

    MaqolaSeismology and Earthquake StudiesJournal of science and innovative development20220 iqtibos

    ABIABI:AkademIndex/2022.article.011073

11. Epidemic inference through generative neural networks

    Indaco Biazzo, Alfredo Braunstein, Luca Dall’Asta +1

    PreprintOAOchiq kirishAnomaly Detection Techniques and ApplicationsResearch Square20220 iqtibos

    ABIABI:AkademIndex/2022.preprint.000046

12. Approach Advancing Stock Market Forecasting with Joint RMSE Loss LSTM-CNN Model

    Mungara Kiran Kumar, Jagdish Chandra Patni, Mohan Raparthi +3

    MaqolaStock Market Forecasting MethodsFluctuation and Noise Letters20230 iqtibos

    ABIABI:AkademIndex/2023.article.001629

13. Dual-Attention Based Multi-Path Approach for Intensifying Stock Market Forecasting

    Sachin R. Jadhav, Aashima Bishnoi, Nodira Safarova +3

    MaqolaStock Market Forecasting MethodsFluctuation and Noise Letters20230 iqtibos

    ABIABI:AkademIndex/2023.article.002689

14. Unfixed Seasonal Partition Based on Symbolic Aggregate Approximation for Forecasting Solar Power Generation Using Deep Learning

    Min‐Jin Kwak, Tserenpurev Chuluunsaikhan, Azizbek Marakhimov +2

    MaqolaOAOchiq kirishEnergy Load and Power ForecastingElectronics20240 iqtibos

    ABIABI:AkademIndex/2024.article.002143

15. A universal language for finding mass spectrometry data patterns

    Tito Damiani, Alan K. Jarmusch, Allegra T. Aron +71

    MaqolaOAOchiq kirishMetabolomics and Mass Spectrometry StudiesNature Methods20250 iqtibos

    ABIABI:AkademIndex/2025.article.000017

16. Advanced techniques for electricity consumption prediction in buildings using comparative correlation analysis, data normalization, and Long Short-Term Memory (LSTM) networks: A case study of a U.S. commercial building

    Moon Keun Kim, Yang‐Seon Kim, Nuodi Fu +4

    MaqolaOAOchiq kirishBuilding Energy and Comfort OptimizationEnergy Reports20250 iqtibos

    ABIABI:AkademIndex/2025.article.000191

17. A Comprehensive Comparative Study of Quick Invariant Signature (QIS), Dynamic Time Warping (DTW), and Hybrid QIS + DTW for Time Series Analysis

    Hamid Reza Shahbazkia, Hamid R. Khosravani, A. K. Pulatov +2

    MaqolaOAOchiq kirishTime Series Analysis and ForecastingMathematics20250 iqtibos

    ABIABI:AkademIndex/2025.article.000378

18. Quantum-Inspired Swarm Optimization Algorithm for High-Frequency Stock Trend Forecasting

    Mayas Aljibawi, Ahmed Salam, Sachin Pradhan +2

    MaqolaStock Market Forecasting Methods20250 iqtibos

    ABIABI:AkademIndex/2025.article.011279

19. Operational Pattern Mining in Industrial Maintenance Using the SPADE Algorithm

    Muyassar Kholova, Rajameena S, Ravinder Sharma +2

    MaqolaData Mining Algorithms and Applications20250 iqtibos

    ABIABI:AkademIndex/2025.article.017483

20. XGBoost with Time Series Embeddings for Stock Price Movement Prediction

    Ismaeel Abdel Qader, Saed Adnan Mustafa, Nidhi Mishra +3

    MaqolaStock Market Forecasting Methods20250 iqtibos

    ABIABI:AkademIndex/2025.article.018028

21. Stock Market Volatility Analysis Using Temporal Convolutional Network in Financial Time Series Evaluation

    H. Shaheen, Ali Hadi, Nuriddin Rasulov +3

    MaqolaStock Market Forecasting Methods20250 iqtibos

    ABIABI:AkademIndex/2025.article.018561

22. Fitness Repetition Monitoring Using Dynamic Time Warping in Wearable Gym Tracking Devices

    Bharathi C, Sayfiddinov Izzatullakhon, Bahodirkhon Ugli +3

    MaqolaTime Series Analysis and Forecasting20250 iqtibos

    ABIABI:AkademIndex/2025.article.018571

23. Economic Time Series Decomposition Using Seasonal ARIMA in Macro-Level Planning Models

    Gayrat Bekbergenov, K Bhargava Triveni Nandana, Mamasidikova Naima Tokhirjon Kizi +2

    MaqolaForecasting Techniques and Applications20250 iqtibos

    ABIABI:AkademIndex/2025.article.018574

24. Forecasting of Financial Time Series for Market Efficiency and Predictive Patterns using Deep Learning Model

    Kamlesh Padaliya, Pankaj Kumar, Almaz Inyatov +3

    MaqolaStock Market Forecasting Methods20250 iqtibos

    ABIABI:AkademIndex/2025.article.018591

25. Intelligent Management of Distribution Mechanisms Based on Machine Learning Algorithms for Optimal Data Storage

    Fayzullo Makhmadiyarovich Nazarov, G. D. Sharma, Munish Sabharwal +3

    BobBig Data Technologies and ApplicationsLecture notes in networks and systems20250 iqtibos

    ABIABI:AkademIndex/2025.chapter.000085