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Record Nr. |
UNINA9910865247203321 |
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Autore |
Manoharan S |
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Titolo |
Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy : ICAIS 2024, Volume 1 |
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Pubbl/distr/stampa |
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Cham : , : Springer, , 2024 |
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©2024 |
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ISBN |
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9783031614712 |
9783031614705 |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (0 pages) |
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Collana |
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Information Systems Engineering and Management Series ; ; v.3 |
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Altri autori (Persone) |
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TuguiAlexandru |
BaigZubair |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Intro -- Preface -- Contents -- A Hybrid Machine Learning Approach for Enhanced Prediction of Breast Cancer with Lasso Method for Feature Extraction -- 1 Introduction -- 2 Related Work -- 3 Dataset Description -- 3.1 Dataset -- 3.2 System Architecture -- 4 Methodology -- 4.1 Data Preprocessing -- 4.2 Handling Missing Values -- 4.3 Selection Operator and Minimum Absolute Shrinkage (Lasso) -- 4.4 Evaluation Metrics -- 5 Result Discussion -- 5.1 Random Forest Algorithm -- 5.2 Artificial Neural Network Algorithm -- 5.3 Hybrid Approach -- 6 Results and Discussions -- 6.1 Result Using ANN -- 6.2 Result Using RF -- 6.3 Result Using Hybrid Model -- 7 Conclusion -- References -- A Comparative Overview of Deep Learning Aided Image Generation -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 DCGAN -- 3.2 SDXL -- 3.3 CVAE-GAN -- 3.4 ANI-GAN -- 3.5 CycleGAN -- 4 Result and Discussion -- 5 Conclusion and Future Scope -- References -- Enhancing Pneumonia Detection in Chest X-Rays: A Combined GAN and CNN Approach -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 GAN -- 3.2 AC GAN -- 3.3 Data Augmentation -- 3.4 CNN -- 4 Result Analysis -- 4.1 Feature Extraction and Classification Process -- 4.2 Data Augmentation -- 4.3 AC GAN -- 5 Conclusion -- References -- A Data Driven AI Framework for Conversational Bot by Vision Transformers in Health Care Systems |
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