Results 221 to 230 of about 2,268,403 (339)

Explainable human‐in‐the‐loop healthcare image information quality assessment and selection

CAAI Transactions on Intelligence Technology, EarlyView., 2023
Abstract Smart healthcare applications cannot be separated from healthcare data analysis and the interactive interpretability between data and model. A human‐in‐the‐loop active learning approach is introduced to reduce the cost of healthcare data labelling by evaluating the information quality of unlabelled medical data and then screening the high ...
Yang Li, Sezai Ercisli
wiley   +1 more source

Adversarial robustness of artificial intelligence

European Journal of Applied Mathematics
Leon Bungert, Desmond J. Higham, Laura Thesing   +2 more
doaj   +1 more source

Robustness to Adversarial Attacks.

Mohsen H. Alhazmi (22756263)
openalex   +1 more source

Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness [PDF]

, 2020
Xingjun Ma, Linxi Jiang, Hanxun Huang, Zejia Weng, James Bailey, Yu–Gang Jiang   +5 more
openalex   +1 more source

AI‐based localization of the epileptogenic zone using intracranial EEG

Epilepsia Open, EarlyView.
Abstract Artificial intelligence (AI) is rapidly transforming our lives. Machine learning (ML) enables computers to learn from data and make decisions without explicit instructions. Deep learning (DL), a subset of ML, uses multiple layers of neural networks to recognize complex patterns in large datasets through end‐to‐end learning.
Atsuro Daida, Yipeng Zhang, Sotaro Kanai, Richard Staba, Vwani Roychowdhury, Hiroki Nariai   +5 more
wiley   +1 more source

Domain‐adapted driving scene understanding with uncertainty‐aware and diversified generative adversarial networks

CAAI Transactions on Intelligence Technology, EarlyView., 2023
Abstract Autonomous vehicles are required to operate in an uncertain environment. Recent advances in computational intelligence techniques make it possible to understand driving scenes in various environments by using a semantic segmentation neural network, which assigns a class label to each pixel.
Yining Hua, Jie Sui, Hui Fang, Chuan Hu, Dewei Yi   +4 more
wiley   +1 more source

An enhanced ensemble defense framework for boosting adversarial robustness of intrusion detection systems. [PDF]

Sci Rep
Awad Z, Zakaria M, Hassan R.
europepmc   +1 more source

Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features

, 2022
Taha Belkhouja, Janardhan Rao Doppa
openalex   +2 more sources

Towards Achieving Adversarial Robustness by Enforcing Feature\n Consistency Across Bit Planes [PDF]

, 2020
Sravanti Addepalli, B. S. Vivek, Arya Baburaj, Gaurang Sriramanan, R. Venkatesh Babu   +4 more
openalex   +1 more source

Neural Network Models for Solar Irradiance Forecasting in Polluted Areas: A Comparative Study

Energy Science &Engineering, EarlyView.
Pollution‐aware hybrid ensemble model is proposed to forecast solar irradiance across eight diverse cities. The model integrates MLP, RNN, and NARX to handle varying atmospheric pollution levels. The model outperforms state‐of‐the‐art methods with enhanced accuracy and interpretability on standard solar irradiance data set.
Mujtaba Ali, Muhammad Yaqoob Javed, Aamer Bilal Asghar, Khurram Hashmi, Abbas Javed, Basem Alamri, Krzysztof Ejsmont   +6 more
wiley   +1 more source