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Time Series Analysis and Forecasting

29 works

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

    Otabek Khujaev, Omonboy Khalmuradov, Ortiq Ruzibayev +2

    ArticleTime Series Analysis and Forecasting2021 International Conference on Information Science and Communications Technologies (ICISCT)20213 citations
    ABI

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

    Youpeng Yang, Sanghyuk Lee, Haolan Zhang +1

    ArticleNeural Networks and ApplicationsIEEE Transactions on Human-Machine Systems20252 citations
    ABI

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

    Nippon Datta, Muhammad Saqib, Mohammad Tarek Aziz +2

    ArticleFire effects on ecosystems20252 citations
    ABI

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

    Sarvarbek Erniyazov, Yongmin Kim, Mohammed Abdul Jaleel +1

    ArticleAnomaly Detection Techniques and ApplicationsInternational Journal on Advanced Science Engineering and Information Technology20241 citations
    ABI

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

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

    ArticleTraffic Prediction and Management TechniquesNeural Computing and Applications20241 citations
    ABI

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

    Shuliang Wang, Dakui Wang, Caoyuan Li +2

    ArticleAdvanced Clustering Algorithms ResearchChinese Journal of Electronics20160 citations
    ABI

  7. Track Finding with Deep Neural Networks

    M. Kucharczyk, M. W. Wolter

    ArticleAdvanced Neural Network ApplicationsComputer Science20190 citations
    ABI

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

    M. Z. Shayakubova

    ArticleSeismology and Earthquake StudiesJournal of science and innovative development20220 citations
    ABI

  9. Epidemic inference through generative neural networks

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

    PreprintAnomaly Detection Techniques and ApplicationsResearch Square20220 citations
    ABI

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

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

    ArticleStock Market Forecasting MethodsFluctuation and Noise Letters20230 citations
    ABI

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

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

    ArticleStock Market Forecasting MethodsFluctuation and Noise Letters20230 citations
    ABI

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

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

    ArticleEnergy Load and Power ForecastingElectronics20240 citations
    ABI

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

    Shokhistakhon Akhunova, Odinakhon Tuychiyeva, Dildorakhon Tukhtasinova +1

    ArticleModeling, Simulation, and Optimization20240 citations
    ABI

  14. A universal language for finding mass spectrometry data patterns

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

    ArticleMetabolomics and Mass Spectrometry StudiesNature Methods20250 citations
    ABI

  15. 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

    ArticleBuilding Energy and Comfort OptimizationEnergy Reports20250 citations
    ABI

  16. 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

    ArticleTime Series Analysis and ForecastingMathematics20250 citations
    ABI

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

    Mayas Aljibawi, Ahmed Salam, Sachin Pradhan +2

    ArticleStock Market Forecasting Methods20250 citations
    ABI

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

    Muyassar Kholova, Rajameena S, Ravinder Sharma +2

    ArticleData Mining Algorithms and Applications20250 citations
    ABI

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

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

    ArticleStock Market Forecasting Methods20250 citations
    ABI

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

    H. Shaheen, Ali Hadi, Nuriddin Rasulov +3

    ArticleStock Market Forecasting Methods20250 citations
    ABI

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

    Bharathi C, Sayfiddinov Izzatullakhon, Bahodirkhon Ugli +3

    ArticleTime Series Analysis and Forecasting20250 citations
    ABI

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

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

    ArticleForecasting Techniques and Applications20250 citations
    ABI

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

    Kamlesh Padaliya, Pankaj Kumar, Almaz Inyatov +3

    ArticleStock Market Forecasting Methods20250 citations
    ABI

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

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

    ChapterBig Data Technologies and ApplicationsLecture notes in networks and systems20250 citations
    ABI

  25. Stochastic-Hamiltonian And Bayesian Framework for Early Fault Detection Using Electric Motor Vibration Signals

    Kurbanov Mahmudjon Khusanboy oglu, Tohirjonov Mahmudjon Sobitjon oglu, Abdukarimov Azamjon Abdukadir oglu +3

    ArticleMachine Fault Diagnosis TechniquesEuropean International Journal of Multidisciplinary Research and Management Studies20260 citations
    ABI