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Publication search results
found 246 matches
- 2024
- Malik Sajjad Ahmed Nadeem, Muhammad Hammad Waseem, Wajid Aziz, Usman Habib, Anum Masood, Muhammad Attique Khan:
Hybridizing Artificial Neural Networks Through Feature Selection Based Supervised Weight Initialization and Traditional Machine Learning Algorithms for Improved Colon Cancer Prediction. IEEE Access 12: 97099-97114 (2024) - Nirmala Paramanandham, Shyam Sundhar, P. Priya:
Enhancing Disease Detection With Weight Initialization and Residual Connections Using LeafNet for Groundnut Leaf Diseases. IEEE Access 12: 91511-91526 (2024) - Shahina K. Kunhimon, Abdelrahman M. Shaker, Muzammal Naseer, Salman H. Khan, Fahad Shahbaz Khan:
Learnable weight initialization for volumetric medical image segmentation. Artif. Intell. Medicine 151: 102863 (2024) - Wadii Boulila, Eman Alshanqiti, Ayyub Alzahem, Anis Koubaa, Nabil Mlaiki:
An effective weight initialization method for deep learning: Application to satellite image classification. Expert Syst. Appl. 254: 124344 (2024) - Inma Mohino-Herranz, Roberto Gil-Pita, Joaquín García-Gómez, Sagrario Alonso-Diaz, Manuel Rosa-Zurera, Fernando Seoane:
Initializing the weights of a multilayer perceptron for activity and emotion recognition. Expert Syst. Appl. 253: 124305 (2024) - Ghabriel A. Gomes de Sá, Cristiano Hora Fontes, Marcelo Embiruçu:
A new method for building single feedforward neural network models for multivariate static regression problems: a combined weight initialization and constructive algorithm. Evol. Intell. 17(2): 1221-1233 (2024) - Kit Wong, Rolf Dornberger, Thomas Hanne:
An analysis of weight initialization methods in connection with different activation functions forfeedforward neural networks. Evol. Intell. 17(3): 2081-2089 (2024) - Homayoon Tarbiyati, Behzad Nemati Saray:
Weight initialization algorithm for physics-informed neural networks using finite differences. Eng. Comput. 40(3): 1603-1619 (2024) - Konrad Malek, Jacek Dybala, Andrzej Kordecki, Piotr Hondra, Katarzyna Kijania:
OffRoadSynth Open Dataset for Semantic Segmentation using Synthetic-Data-Based Weight Initialization for Autonomous UGV in Off-Road Environments. J. Intell. Robotic Syst. 110(2): 76 (2024) - Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi:
Improved weight initialization for deep and narrow feedforward neural network. Neural Networks 176: 106362 (2024) - Tongtong Yan, Dong Wang, Yu Wang:
Discrimination- and Sparsity-Driven Weight-Oriented Optimization Model for Interpretable Initial Fault Detection and Fault Diagnosis. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - Jiahui Xu, Jingcheng Wang, Yanjiu Zhong, Jun Rao, Shunyu Wu:
Reinforcement Learning Controller Design for Discrete-Time-Constrained Nonlinear Systems With Weight Initialization Method. IEEE Trans. Syst. Man Cybern. Syst. 54(4): 2368-2378 (2024) - Menghua Jiang, Yin Chen:
RASLite: Enhancing (W)PMS Solvers Through Dynamic Initial Weight Approach. CSCWD 2024: 2147-2152 - Justin Dettmer, Igor Vatolkin, Tobias Glasmachers:
Weighted Initialisation of Evolutionary Instrument and Pitch Detection in Polyphonic Music. EvoMUSART 2024: 114-129 - Mahmood H. B. Alhlffee, Riyad Ali Ahmad Abuirbaiha:
The Effects of Dropout and Weight Initialization on Human Face Classification Accuracy Using Multiple-agent Generative Adversarial Network. ICICT 2024: 271-276 - Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng:
Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models. CoRR abs/2404.16897 (2024) - Manfred Droste, Zoltán Fülöp, Andreja Tepavcevic, Heiko Vogler:
The generating power of weighted tree automata with initial algebra semantics. CoRR abs/2405.20753 (2024) - Wadii Boulila, Eman Alshanqiti, Ayyub Alzahem, Anis Koubaa, Nabil Mlaiki:
An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification. CoRR abs/2406.00348 (2024) - Fu Feng, Yucheng Xie, Jing Wang, Xin Geng:
WAVE: Weight Template for Adaptive Initialization of Variable-sized Models. CoRR abs/2406.17503 (2024) - Andriy Miranskyy, Adam Sorrenti, Viral Thakar:
On Using Quasirandom Sequences in Machine Learning for Model Weight Initialization. CoRR abs/2408.02654 (2024) - 2023
- Md. Mahmudul Hasan, M. S. Rana, Fariya Tabassum, Hemanshu Roy Pota, Md. Hassanul K. Roni:
Optimizing the initial weights of a PID neural network controller for voltage stabilization of microgrids using a PEO-GA algorithm. Appl. Soft Comput. 147: 110771 (2023) - Akhileshwar Prasad Agrawal, Nanhay Singh:
A hybrid intelligently initialized particle swarm optimizer with weight factored binary gray wolf optimizer for mitigation of security issues in Internet of Things and sensor nodes. Concurr. Comput. Pract. Exp. 35(5) (2023) - Donghun Yang, Kien Mai Ngoc, Iksoo Shin, Myunggwon Hwang:
DPReLU: Dynamic Parametric Rectified Linear Unit and Its Proper Weight Initialization Method. Int. J. Comput. Intell. Syst. 16(1): 11 (2023) - Cecilia Jarne, Rodrigo Laje:
Exploring weight initialization, diversity of solutions, and degradation in recurrent neural networks trained for temporal and decision-making tasks. J. Comput. Neurosci. 51(4): 407-431 (2023) - Xin Yong, Yuelin Gao:
Improved firefly algorithm for feature selection with the ReliefF-based initialization and the weighted voting mechanism. Neural Comput. Appl. 35(1): 275-301 (2023) - Ingeborg de Pater, Mihaela Mitici:
A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers. Neural Networks 166: 579-594 (2023) - Riccardo Poli, Ahmet Yilmaz:
Incorrect Application of Yilmaz-Poli (2022) Initialisation Method in dePater-Mitici 2023 paper entitled "A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers". Neural Networks 168: 57-58 (2023) - Xuetao Xie, Yi-Fei Pu, Jian Wang:
A fractional gradient descent algorithm robust to the initial weights of multilayer perceptron. Neural Networks 158: 154-170 (2023) - Khamis Houfar, Djamel Samai, Fadi Dornaika, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed:
Automatically weighted binary multi-view clustering via deep initialization (AW-BMVC). Pattern Recognit. 137: 109281 (2023) - Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz:
Cluster-Based Input Weight Initialization for Echo State Networks. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7648-7659 (2023)
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