Recent papers on Detection Accuracy and False Negatives

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

1. Improvement of model performance with DPAGCHE enhancement. Percentage improvement of each classification metric when using DPAGCHE-enhanced images compared to the original dataset. The most substantial gains were observed in F1-score (+53.65%) and precision (+44.29%), indicating improved model balance and reduced false positives. A modest gain in accuracy (+7.86%) and recall (+28.17%) further supports the effectiveness of the enhancement, although specificity slightly declined (−1.94%), suggesting a trade-off between sensitivity and true negative detection.

   2025 · Figshare · (22208428), Khalis Khiruddin, (15460909), Wan Azani Mustafa, (22208431), MD Ashequl Islam et al.

   2025

2. Enhanlcing the accuracy of intrusion detection systems by reducing the rates of false negatives through using XG-boost and optimization algorithm

   2024 · Security and Safety · Saud, Noor, Karoui, Karim, Abdulkareem, Mohammed Ghassan

   2024

3. Enhancing the Accuracy of Intrusion Detection Systems by Reducing the Rates of False Positives and False Negatives Through Multi-objective Optimization

   2018 · Journal of Network and Systems Management · Hachmi, Fatma, Boujenfa, Khadouja, Limam, Mohamed

   2018

4. Application of Analytical Image Registration Accuracy Maps for False Motion Detection Filtering in Video Sequences

   2026 · Khodakow, N. A., Babayan, P. V.

   2026

5. Field disturbance observer enhances the false data injection attack detection accuracy in industrial cyber physical systems

   2026 · Journal of the Franklin Institute · Xiong, Wei, Fan, Zhong-Xin, Li, Shihua et al.

   2026

6. Comparative Study of Random Forest (ML) and Snort (Signature) IDS: Detection Performance (Accuracy & False Alarms) and Operational Overhead in Public Cloud Deployments

   2025 · Cognizance Journal of Multidisciplinary Studies · Nagallo, John Leonard O., Baluarte, Jazlyn Yvonne S., Cailao, Resty Jr D. et al.

   2025

7. DRA-Net with ISSA: A High-Performance Intrusion Detection Framework for IoT Networks with Enhanced Accuracy and Reduced False Alarms

   2025 · P.Mishra, T.G.Manjunath, A.C.Vikramathithan et al.

   2025

8. False Positive Sampling-Based Data Augmentation for Enhanced 3D Object Detection Accuracy

   2025 · Oh, Jiyong, Lee, Junhaeng, Byun, Woongchan et al.

   2025

9. Early Detection of Lung Cancer Using CNN: Enhancing Diagnostic Accuracy and Reducing False Positives

   2025 · International Journal of Advanced Research in Science Communication and Technology · Jatta, Fanta, Muchanga, Ebnesia, Po, Ei Su et al.

   2025

10. AI-Powered Anomaly Detection for AML Compliance in US Banking: Enhancing Accuracy and Reducing False Positives

    2025 · Global Trends in Science and Technology · Ghimire, Ashok

    2025

11. False application fraud for credit card fraud detection using novel logistic regression algorithm and comparing the accuracy rate with decision tree algorithm

    2025 · AIP conference proceedings · Vivek, G, Kumar, T. Rajesh

    2025

12. Enhancing Smishing Detection: A Deep Learning Approach for Improved Accuracy and Reduced False Positives

    2024 · IEEE Access · Mehmood, Muhammad Khalid, Arshad, Humaira, Alawida, Moatsum et al.

    2024

13. Machine Learning-Driven Intrusion Detection Systems: Reducing False Alarms and Enhancing Accuracy

    2024 · Eurasian Journal of Science and Engineering · Hussein, Safwan Mawlood, Ashir, Abubakar Muhammad

    2024

14. A Comparative Study of Majority and Weighted Voting Ensemble Techniques for Improving the Accuracy of False Information Detection

    2023 · Mayur, Vishwakarma, Dinesh Kumar

    2023

15. Supervised machine learning for false data injection detection: accuracy sensitivity

    2023 · IET conference proceedings. · Turanzas, J., Alonso, M., Amarís, Hortensia et al.

    2023

16. Monte Carlo Simulations for Evaluating the Accuracy of Geostationary Lightning Mapper Detection Efficiency and False Alarm Rate Retrievals

    2022 · Journal of Atmospheric and Oceanic Technology · Virts, Katrina S., Koshak, William J.

    2022

17. Anomaly Detection with Improved Data Accuracy and False Positive Reduction in Distributed Wireless Sensor Network

    2022 · Research Square · S, Arul Jothi, Venkatesan, Ramarathnam

    2022

18. Response: Commentary: Distrust, False Cues, and Below-Chance Deception Detection Accuracy: Commentary on Stel et al. (2020) and Further Reflections on (Un)Conscious Lie Detection From the Perspective of Truth-Default Theory

    2021 · Frontiers in Psychology · Stel, Mariëlle, Dijk, Eric van

    2021

19. Distrust, False Cues, and Below-Chance Deception Detection Accuracy: Commentary on Stel et al. (2020) and Further Reflections on (Un)Conscious Lie Detection From the Perspective of Truth-Default Theory

    2021 · Frontiers in Psychology · Levine, Timothy R.

    2021

20. Contact-force monitoring increases accuracy of right ventricular voltage mapping avoiding “false scar” detection in patients with no evidence of structural heart disease

    2020 · Indian Pacing and Electrophysiology Journal · Sciarra, Luigi, Palamà, Zefferino, Nesti, Martina et al.

    2020

21. SVM Model for Feature Selection to Increase Accuracy and Reduce False Positive Rate in Falls Detection

    2019 · 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) · Rashed-Al-Mahfuz, Md., Hoque, M. Robiul, Pramanik, Bimal Kumar et al.

    2019

22. Provides a hybrid approach to increase the accuracy of intrusion detection in cloud computing and the generation of false alarms

    2017 · Ameri, Mohammad Hossein

    2017

23. Accuracy of indirect method in detection of false intent

    2017 · Legal and Criminological Psychology · Ulatowska, Joanna

    2017

24. STAP moving target position estimation accuracy improvement and false detection recognition using a priori road information

    2017 · Silva, Andre B. C. da, Baumgartner, Stefan V.

    2017

25. Accuracy enhancement and false acceptance reduction in multiple pedestrian detection and tracking

    2014 · Kallakuri, Sankalp, Kondra, Shripad, Sridhar, Shweta et al.

    2014

26. Automatic Optic Disc Detection and Removal of False Exudates for Improving Retinopathy Classification Accuracy

    2013 · Ponnaiah, Mashak, Baboo, S. Santhosh

    2013

27. A Novel High Accuracy Digital Lock Detector with False Lock Detection

    2013 · Advances in Computing · Sherafath, Muhammad Azhar Mohamed, Aziz, Zulfiqar Ali Abdul

    2013

28. Accuracy improvement of multi-stage change-point detection scheme by weighting alerts based on false-positive rate

    2009 · Fukushima, Yukinobu, Murase, Tutomu, Fujimaki, Ryohei et al.

    2009