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Publication search results
found 1,962 matches
- 2024
- Eduardo Dadalto Câmara Gomes:
Improving artificial intelligence reliability through out-of-distribution and misclassification detection. (Amélioration de la fiabilité de l'intelligence artificielle par la détection des données hors distribution et des erreurs de classification). University of Paris-Saclay, France, 2024 - Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu:
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. IEEE Access 12: 26096-26109 (2024) - Sadullah Chandio, Javed Ahmed Laghari, Muhammad Akram Bhayo, Mohsin Ali Koondhar, Yunsu Kim, Besma Bechir Graba, Ezzeddine Touti:
Machine Learning-Based Multiclass Anomaly Detection and Classification in Hybrid Active Distribution Networks. IEEE Access 12: 120131-120141 (2024) - Jaeho Chung, Seokho Cho, Hyunjun Choi, Dae Ung Jo, Yoonho Jung, Jin Young Choi:
C2I-CAT: Class-to-Image Cross Attention Transformer for Out-of-Distribution Detection. IEEE Access 12: 62793-62803 (2024) - Marc Jené-Vinuesa, Mònica Aragüés-Peñalba, Andreas Sumper:
Comprehensive Data-Driven Framework for Detecting and Classifying Non-Technical Distribution Losses. IEEE Access 12: 96537-96551 (2024) - Suraya Nurain Kalid, Kok-Chin Khor, Keng Hoong Ng, Gee-Kok Tong:
Detecting Frauds and Payment Defaults on Credit Card Data Inherited With Imbalanced Class Distribution and Overlapping Class Problems: A Systematic Review. IEEE Access 12: 23636-23652 (2024) - Ranhui Xu, Kaizhong Jiang, Lulu Qi, Shaojie Zhao, Mingming Zheng:
DCPNet: Distribution Calibration Prototypical Network for Few-Shot Image Classification. IEEE Access 12: 67036-67045 (2024) - Nam-Hwui Kim, Ryan P. Browne:
Flexible mixture regression with the generalized hyperbolic distribution. Adv. Data Anal. Classif. 18(1): 33-60 (2024) - Salvatore D. Tomarchio, Luca Bagnato, Antonio Punzo:
Model-based clustering using a new multivariate skew distribution. Adv. Data Anal. Classif. 18(1): 61-83 (2024) - Weiwei Yu, Nuo Xu, Nuanhui Huang, Houliang Chen:
Bridging the gap: Geometry-centric discriminative manifold distribution alignment for enhanced classification in colorectal cancer imaging. Comput. Biol. Medicine 170: 107998 (2024) - Farshad Rahimi Ghashghaei, Yussuf Ahmed, Nebrase Elmrabit, Mehdi Yousefi:
Enhancing the Security of Classical Communication with Post-Quantum Authenticated-Encryption Schemes for the Quantum Key Distribution. Comput. 13(7): 163 (2024) - Hoda Kamranfar, Kambiz Ahmadi, Mitra Fouladirad:
On inference in a class of exponential distribution under imperfect maintenance. Commun. Stat. Simul. Comput. 53(7): 3368-3394 (2024) - Tian-jian Luo:
Class-specific regularized joint distribution alignment for unsupervised domain adaptation. Eng. Appl. Artif. Intell. 131: 107877 (2024) - Weiwen Kong, Yongmei Sun, Tianqi Dou, Yuheng Xie, Zhenhua Li, Yaoxian Gao, Qi Zhao, Na Chen, Wenpeng Gao, Yuanchen Hao, Peizhe Han, Yang Liu, Jianjun Tang:
Enhanced Coexistence of Quantum Key Distribution and Classical Communication over Hollow-Core and Multi-Core Fibers. Entropy 26(7): 601 (2024) - Poulomi Das, Arpita Das:
Multi-scale cross spectral coherence and phase spectral distribution based measurement in non-subsampled shearlet domain for classification of brain tumors. Expert Syst. Appl. 247: 123329 (2024) - Tingting Zhai, Kunyong Hu:
Optimizing margin distribution for online multi-label classification. Evol. Syst. 15(3): 1033-1042 (2024) - V. Sumalatha, B. Jansi:
Uniform Distribution Tuna Swarm Optimization (UDTSO) and Deep Neural Network (DNN) for Fetal Health Classification. Int. J. Bioinform. Res. Appl. 20(4) (2024) - Guoxuan Xia, Christos-Savvas Bouganis:
Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data. Int. J. Comput. Vis. 132(9): 3714-3752 (2024) - Jayamala Dhananjay Pakhare, Mahadev D. Uplane:
Hybrid Mayfly Lévy Flight Distribution Optimization Algorithm-Tuned Deep Convolutional Neural Network for Indoor-Outdoor Image Classification. Int. J. Image Graph. 24(2): 2450024:1-2450024:27 (2024) - Debasmita Ghosh Roy, P. A. Alvi, KC Santosh:
Leveraging Sampling Schemes on Skewed Class Distribution to Enhance Male Fertility Detection with Ensemble AI Learners. Int. J. Pattern Recognit. Artif. Intell. 38(2): 2451003:1-2451003:27 (2024) - Zaobo He, Yusen Li, Daehee Seo, Zhipeng Cai:
FedCPD: Addressing label distribution skew in federated learning with class proxy decoupling and proxy regularization. Inf. Fusion 110: 102481 (2024) - Shancheng Jiang, Zehui Wu, Haiqiong Yang, Kun Xiang, Weiping Ding, Zhen-Song Chen:
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification. Inf. Sci. 673: 120705 (2024) - Yansong Liu, Li Zhu, Lei Ding, He Sui, Wenli Shang:
A hybrid sampling method for highly imbalanced and overlapped data classification with complex distribution. Inf. Sci. 661: 120117 (2024) - Ohad Volk, Gonen Singer:
An adaptive cost-sensitive learning approach in neural networks to minimize local training-test class distributions mismatch. Intell. Syst. Appl. 21: 200316 (2024) - Jamil Fayyad, Kashish Gupta, Navid Mahdian, Dominique Gruyer, Homayoun Najjaran:
Exploiting classifier inter-level features for efficient out-of-distribution detection. Image Vis. Comput. 142: 104897 (2024) - Abhinav Natarajan, Willem van den Boom, Kristoforus Bryant Odang, Maria De Iorio:
On a wider class of prior distributions for graphical models. J. Appl. Probab. 61(1): 230-243 (2024) - Graham West, Matthew I. Swindall, Ben Keener, Timothy Player, Alex C. Williams, James H. Brusuelas, John F. Wallin:
Incorporating Crowdsourced Annotator Distributions into Ensemble Modeling to Improve Classification Trustworthiness for Ancient Greek Papyri. J. Data Min. Digit. Humanit. 2024 (2024) - Xueyan Xu, Jiayin Wang:
A fuzzy comprehensive evaluation method based on the joint distribution dynamic membership degree for classification problems. J. Intell. Fuzzy Syst. 46(1): 1085-1100 (2024) - Junyuan Ding, Wei Wei, Lei Zhang:
Cross-Domain Distribution Calibration of Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - Qiuling Chen, Ayong Ye, Yuexin Zhang, Jianwei Chen, Chuan Huang:
An intra-class distribution-focused generative adversarial network approach for imbalanced tabular data learning. Int. J. Mach. Learn. Cybern. 15(7): 2551-2572 (2024)
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