Nidhal C. Bouaynaya

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 25

Top Topics

Anomaly Detection

Pattern Recognition

Top Venues

Publications

Hikmat Khan, Nidhal C. Bouaynaya, Ghulam Rasool
The Importance of Robust Features in Mitigating Catastrophic Forgetting. ISCC (2023)
Marzieh S. Saeedi-Hosseiny, Fayez Alruwaili, Michael P. Clancy, Emily A. Corson, Sean McMillan, Charalampos Papachristou, Nidhal C. Bouaynaya, Iulian Iordachita, Mohammad H. Abedinnasab
Automatic Alignment of Fractured Femur: Integration of Robot and Optical Tracking System. IEEE Robotics Autom. Lett. 8 (5) (2023)
Giuseppina Carannante, Nidhal C. Bouaynaya
Bayesian Deep Learning Detection of Anomalies and Failure: Application To Medical Images. MLSP (2023)
Christopher Angelini, Nidhal C. Bouaynaya, Ghulam Rasool
Variational Density Propagation Continual Learning. ISPA (2023)
Amine Khelifi, Mahmut Gemici, Giuseppina Carannante, Charles Cliff Johnson, Nidhal C. Bouaynaya
A Deep Learning Approach For Airport Runway Detection and Localization From Satellite Imagery. ISCC (2023)
Nikolas Koutsoubis, Kyle Naddeo, Garrett Williams, George D. Lecakes, Gregory Ditzler, Nidhal C. Bouaynaya, Thomas Kiel
Boosting Aerial Object Detection Performance via Virtual Reality Data and Multi-Object Training. IJCNN (2023)
Yassine Barhoumi, Nidhal C. Bouaynaya, Ghulam Rasool
Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection. CoRR (2023)
Hikmat Khan, Nidhal C. Bouaynaya, Ghulam Rasool
The Importance of Robust Features in Mitigating Catastrophic Forgetting. CoRR (2023)
Giuseppina Carannante, Dimah Dera, Orune Aminul, Nidhal C. Bouaynaya, Ghulam Rasool
Self-Assessment and Robust Anomaly Detection with Bayesian Deep Learning. FUSION (2022)
Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation. CoRR (2021)
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya
Self-Compression in Bayesian Neural Networks. CoRR (2021)
Giuseppina Carannante, Nidhal C. Bouaynaya, Lyudmila Mihaylova
An Enhanced Particle Filter for Uncertainty Quantification in Neural Networks. FUSION (2021)
Giuseppina Carannante, Dimah Dera, Nidhal C. Bouaynaya, Ghulam Rasool, Hassan M. Fathallah-Shaykh
Trustworthy Medical Segmentation with Uncertainty Estimation. CoRR (2021)
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova
Robust Learning via Ensemble Density Propagation in Deep Neural Networks. CoRR (2021)
Asim Waqas, Ghulam Rasool, Hamza Farooq, Nidhal C. Bouaynaya
Exploring Robustness of Neural Networks through Graph Measures. CoRR (2021)
Shamoon Siddiqui, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal C. Bouaynaya
Using Deep Speech Recognition to Evaluate Speech Enhancement Methods. IJCNN (2020)
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova
Robust Learning via Ensemble Density Propagation in Deep Neural Networks. MLSP (2020)
Peng Wang, Nidhal C. Bouaynaya, Lyudmila Mihaylova, Jikai Wang, Qibin Zhang, Renke He
Bayesian Neural Networks Uncertainty Quantification with Cubature Rules. IJCNN (2020)
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya
Self-Compression in Bayesian Neural Networks. MLSP (2020)
Ruilong Chen, Lyudmila Mihaylova, Hao Zhu, Nidhal C. Bouaynaya
A Deep Learning Framework for Joint Image Restoration and Recognition. Circuits Syst. Signal Process. 39 (3) (2020)
Ravi Prakash Ramachandran, Kevin D. Dahm, Nidhal C. Bouaynaya
Introducing Undergraduates to Pattern Recognition and Machine Learning through Speech Processing. ICASSP (2019)
Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
Inception Modules Enhance Brain Tumor Segmentation. Frontiers Comput. Neurosci. 13 (2019)
Nesrine Amor, Ghulam Rasool, Nidhal C. Bouaynaya, Roman Shterenberg
Constrained particle filtering for movement identification in forearm prosthesis. Signal Process. 161 (2019)
Oliver Palumbo, Dimah Dera, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
Inverted Cone Convolutional Neural Network For Deboning MRIs. IJCNN (2018)
Jiashu Guo, Zhengzhong Liang, Gregory Ditzler, Nidhal C. Bouaynaya, Elizabeth Y. Scribner, Hassan M. Fathallah-Shaykh
Nonlinear Brain Tumor Model Estimation with Long Short-Term Memory Neural Networks. IJCNN (2018)