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Anomaly Detection Techniques and Applications

86 works

  1. Securing IoT devices with zero day intrusion detection system using binary snake optimization and attention based bidirectional gated recurrent classifier

    Ali Saeed Almuflih, Ilyоs Abdullayev, Sergey Bakhvalov +4

    ArticleNetwork Security and Intrusion DetectionScientific Reports20249 citations
    ABI

  2. Concatenated CNN-Based Pneumonia Detection Using a Fuzzy-Enhanced Dataset

    Abror Shavkatovich Buriboev, Dilnoz Muhamediyeva, Holida Primova +3

    ArticleCOVID-19 diagnosis using AISensors20247 citations
    ABI

  3. Optimizing Smart Home Intrusion Detection With Harmony-Enhanced Extra Trees

    Akmalbek Abdusalomov, Dusmurod Kilichev, Rashid Nasimov +2

    ArticleNetwork Security and Intrusion DetectionIEEE Access20247 citations
    ABI

  4. A Symptom Selection Algorithm Based on Classification Errors

    Akhram Kh. Nishanov, Bakhtiyorjon Akbaraliev, G.P. Djurayev

    ArticleAnomaly Detection Techniques and Applications2020 International Conference on Information Science and Communications Technologies (ICISCT)20207 citations
    ABI

  5. ICS-IDS: application of big data analysis in AI-based intrusion detection systems to identify cyberattacks in ICS networks

    Bakht Sher Ali, Inam Ullah, Tamara Al Shloul +7

    ArticleNetwork Security and Intrusion DetectionThe Journal of Supercomputing20236 citations
    ABI

  6. Choosing allowability boundaries for describing objects in subject areas

    Musulmon Lolaev, Shavkat Madrakhimov, Kodirbek Makharov +1

    ArticleAnomaly Detection Techniques and ApplicationsIAES International Journal of Artificial Intelligence20235 citations
    ABI

  7. SHO-Xception: An Optimized Deep Learning Framework for Intelligent Intrusion Detection in Network Environments

    D. Paul, Santosh Appachu Devanira Poovaiah, Baxtigul Nurullayeva +3

    ArticleNetwork Security and Intrusion Detection20253 citations
    ABI

  8. A BMO-Optimized Bi-LSTM Framework for Robust Intrusion Detection in IoT and Network Environments

    Seshendranath Balla Venkata, M. J. Dileep Kumar, Bobur Raximov +4

    ArticleNetwork Security and Intrusion Detection20252 citations
    ABI

  9. SMART HELMET: IoT Enabled Helmet for Safety and Accident Detection

    N. Anjaneyulu, Nettem Adithya Valli, B. Syed Moinuddin Bokhari +4

    ArticleAnomaly Detection Techniques and Applications20252 citations
    ABI

  10. Workplace accidents analysis with a coupled clustering methods: S.O.M. and K-means algorithms

    Lorenzo Comberti, Gabriele Baldissone, Micaela Demichela

    ArticleAnomaly Detection Techniques and ApplicationsDOAJ (DOAJ: Directory of Open Access Journals)20151 citations
    ABI

  11. Proper likelihood ratio based ROC curves for general binary classification problems

    Lidia Sacchetto, Mauro Gasparini

    PreprintAdvanced Statistical Methods and ModelsarXiv (Cornell University)20181 citations
    ABI

  12. A Pragmatic Approach for Detecting nCOVID-19 using Pervasive Computing Based on Dual Diagnostic Measures

    Swarnava Biswas, Chandranath Chakraborty, Riddhi Chawla +4

    ArticleCOVID-19 diagnosis using AIInternational Journal of Statistics in Medical Research20211 citations
    ABI

  13. Using artificial intelligence techniques in web application firewall (WAF)

    Dilfuza Makhmudova

    ArticleNetwork Security and Intrusion DetectionAIP conference proceedings20241 citations
    ABI

  14. Machine learning method for predicting human movements

    Saida Beknazarova, Safibullo Abdullayev, Ozoda Abdullayeva +1

    ArticleHuman Pose and Action RecognitionAIP conference proceedings20241 citations
    ABI

  15. Advancing computational evaluation of adsorption via porous materials by artificial intelligence and computational fluid dynamics

    Heyder Mhohamdi, Usama S. Altimari, Krunal Vaghela +7

    ArticleMachine Learning and Data ClassificationScientific Reports20251 citations
    ABI

  16. Methods of Anomalous Data Detection in Datasets

    Akbar Soliev, Akmal Akhatov, Akbar Rashidov

    ArticleAnomaly Detection Techniques and ApplicationsOptical Memory and Neural Networks20251 citations
    ABI

  17. RCLNet: an effective anomaly-based intrusion detection for securing the IoMT system

    Jamshed Ali Shaikh, Chengliang Wang, Wajeeh Us Sima Muhammad +5

    ArticleAnomaly Detection Techniques and ApplicationsFrontiers in Digital Health20241 citations
    ABI

  18. 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

  19. Enhanced Robust Univariate Classification Methods for Solving Outliers and Overfitting Problems

    Friday Zinzendoff Okwonu, Nor Aishah Ahad, Hashibah Hamid +2

    ArticleAdvanced Statistical Methods and ModelsJournal of Information and Communication Technology20231 citations
    ABI

  20. A multivariate binary decision tree classifier based on shallow neural network

    A.R. Marakhimov, J.K. Kudaybergenov, Kabul Khudaybergenov +1

    ArticleNeural Networks and ApplicationsScientific and technical journal of information technologies mechanics and optics20221 citations
    ABI

  21. Objectives and early results of the centre for study on safety culture and prevention

    Micaela Demichela, Mario Patrucco, Roberto Luzzi

    ArticleOccupational Health and Safety ResearchDOAJ (DOAJ: Directory of Open Access Journals)20150 citations
    ABI

  22. Automating concept-drift detection by self-evaluating predictive model degradation

    Tania Cerquitelli, Stefano Proto, Francesco Ventura +2

    PreprintData Stream Mining TechniquesarXiv (Cornell University)20190 citations
    ABI

  23. Data Augmentation of IMU Signals and Evaluation via a Semi-Supervised Classification of Driving Behavior

    Amani Jaafer, Gustav Nilsson, Giacomo Como

    PreprintAutonomous Vehicle Technology and Safety20200 citations
    ABI

  24. Improving and Evaluating Methods Network Attack Anomaly Detection

    Doniyor Usmanbayev

    ArticleNetwork Security and Intrusion Detection2021 International Conference on Information Science and Communications Technologies (ICISCT)20210 citations
    ABI

  25. A brief history of AI: how to prevent another winter (a critical review)

    Amirhosein Toosi, A. Bottino, Babak Saboury +2

    PreprintExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20210 citations
    ABI