Results 211 to 220 of about 40,795 (265)

DuoMod-Net: Logarithmic balancing and geometric refinement for imbalanced semi-supervised medical image segmentation. [PDF]

Patterns (N Y)
Bo W, He A, Xue T, Zhang Y, Xiao Y, Liu S, Zhou SK.   +6 more
europepmc   +1 more source

StackingNet: Collective Inference Across Independent AI Foundation Models

Advanced Science, EarlyView.
ABSTRACT Artificial intelligence (AI) built on large foundation models has transformed language understanding, computer vision, and reasoning, yet these systems remain isolated and cannot readily share their capabilities. Coordinating the complementary strengths of independently developed, black‐box foundation models is essential for trustworthy ...
Siyang Li, Chenhao Liu, Dongrui Wu, Zhigang Zeng, Lieyun Ding   +4 more
wiley   +1 more source

Forest-EMCBE: an evolutionary ensemble learning algorithm for multiclass diagnosis of bacterial pneumonia using the CBC dataset. [PDF]

Front Bioinform
Shen Y, Xu X, Hao X, Sun C, Lan W.
europepmc   +1 more source

Machine learning for land use change analysis in environmental protection areas. [PDF]

Environ Monit Assess
Lizcano Toledo MV, Rodrigues de Oliveira J, De Oro Arenas LA, Dutra Lusquinho Filho LA, Pereira Dos Santos A, Ferreira da Costa RV, Lourenço RW, da Cunha E Silva DC.   +7 more
europepmc   +1 more source

KSDiffusion: conditional diffusion for kinase-specific phosphorylation site prediction under data-limited and imbalanced regimes. [PDF]

Brief Bioinform
Qiu S, Wu C, Ma Y, Gao S, Wang L, Liang Y, Shi X.   +6 more
europepmc   +1 more source

Enhancing the classification of spectrally similar land use/land cover classes using transfer learning in arid regions. [PDF]

Sci Rep
Farag NH, Abdelhafiz D, Abdrabo MA, ELIskandarani MA, Hassaan MA.   +4 more
europepmc   +1 more source

Usmile likelihood evaluation provides robust threshold free assessment of binary classification models for balanced and imbalanced datasets. [PDF]

Sci Rep
Więckowska B, Guzik P.
europepmc   +1 more source

Leveraging 3D Heart Visualisation and Data Balancing Techniques for ECG Classification. [PDF]

Bioengineering (Basel)
Amara K, Kerdjidj O, Guerroudji MA, Atalla S, Ramzan N.   +4 more
europepmc   +1 more source

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Assessing the data complexity of imbalanced datasets

Information Sciences, 2021
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
André DE CARVALHO, Ana Carolina Lorena, Marcilio C P De Souto   +2 more
exaly   +2 more sources

Imbalanced Learning in Massive Phishing Datasets

2020 IEEE 6th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS), 2020
Phishing is one of the major threats facing internet users in today’s work. Such attacks continue costing billions of dollars to companies around the words thus requiring more efficient detection techniques to curb the danger. This paper proposes a big data friendly implementation of Multiclass Imbalance Learning in Ensembles through Selective Sampling
Ali Azari, Josephine M. Namayanja, Navneet Kaur, Vasundhara Misal, Suraksha Shukla   +4 more
openaire   +1 more source