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ORCIDBabajide O. Ayinde
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- affiliation: University of Louisville, KY, USA
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2010 – 2019
- 2019
[j7]Babajide O. Ayinde
, Abdulaziz Y. Barnawi:
Energy Conservation in Wireless Sensor Networks Using Partly-Informed Sparse Autoencoder. IEEE Access 7: 63346-63360 (2019)- [j6]Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada:
Redundant feature pruning for accelerated inference in deep neural networks. Neural Networks 118: 148-158 (2019) - [j5]Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada:
Regularizing Deep Neural Networks by Enhancing Diversity in Feature Extraction. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2650-2661 (2019) - [c9]Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada:
Diversity Regularized Adversarial Deep Learning. AIAI 2019: 292-306 - [c8]Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada:
On Correlation of Features Extracted by Deep Neural Networks. IJCNN 2019: 1-8 - [i7]Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada:
Diversity Regularized Adversarial Learning. CoRR abs/1901.10824 (2019) - [i6]Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada:
On Correlation of Features Extracted by Deep Neural Networks. CoRR abs/1901.10900 (2019) - 2018
- [j4]Babajide O. Ayinde, Hashim A. Hashim:
Energy-Efficient Deployment of Relay Nodes in Wireless Sensor Networks Using Evolutionary Techniques. Int. J. Wirel. Inf. Networks 25(2): 157-172 (2018) - [j3]Babajide O. Ayinde, Jacek M. Zurada:
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data. IEEE Trans. Neural Networks Learn. Syst. 29(9): 3969-3979 (2018) - [c7]Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh, Babajide O. Ayinde, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz:
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. ICPR 2018: 3923-3928 - [c6]Islam Reda, Babajide O. Ayinde, Mohammed M. Elmogy, Ahmed Shalaby, Moumen T. El-Melegy, Mohamed Abou El-Ghar, Ahmed Abou El-Fetouh, Mohammed Ghazal, Ayman El-Baz:
A new CNN-based system for early diagnosis of prostate cancer. ISBI 2018: 207-210 - [c5]Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz:
Using resting state functional MRI to build a personalized autism diagnosis system. ISBI 2018: 1381-1385 - [i5]Babajide Odunitan Ayinde, Hashim A. Hashim:
Energy-efficient Deployment of Relay Nodes in Wireless Sensor Networks using Evolutionary Techniques. CoRR abs/1801.10239 (2018) - [i4]Babajide O. Ayinde, Jacek M. Zurada:
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data. CoRR abs/1802.00003 (2018) - [i3]Babajide O. Ayinde, Jacek M. Zurada:
Building Efficient ConvNets using Redundant Feature Pruning. CoRR abs/1802.07653 (2018) - [i2]Hashim A. Hashim, Babajide Odunitan Ayinde, Mohammad A. Abido:
Optimal Placement of Relay Nodes in Wireless Sensor Network Using Artificial Bees Colony Algorithm. CoRR abs/1803.02441 (2018) - 2017
- [j2]Babajide O. Ayinde, Jacek M. Zurada:
Nonredundant sparse feature extraction using autoencoders with receptive fields clustering. Neural Networks 93: 99-109 (2017) - [i1]Babajide O. Ayinde, Sami El-Ferik:
Artificial Bee Colony-based Adaptive Position Control of Electrohydraulic Servo Systems with Parameter Uncertainty. CoRR abs/1710.03881 (2017) - 2016
- [j1]Hashim A. Hashim, Babajide Odunitan Ayinde, Mohammad A. Abido:
Optimal placement of relay nodes in wireless sensor network using artificial bee colony algorithm. J. Netw. Comput. Appl. 64: 239-248 (2016) - [c4]Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada:
Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning. ICAISC (1) 2016: 3-14 - [c3]Babajide O. Ayinde, Jacek M. Zurada:
Clustering of receptive fields in Autoencoders. IJCNN 2016: 1310-1317 - 2015
- [c2]Sami El-Ferik, Babajide Odunitan Ayinde, Salim Ibrir, Moez Feki:
Backstepping-based output feedback control of an electro-hydraulic servo system. SSD 2015: 1-6 - 2014
- [c1]Babajide Odunitan Ayinde, Abdulaziz Barnawi:
Differential evolution based deployment of wireless sensor networks. AICCSA 2014: 131-137
Coauthor Index
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