Taha Belkhouja

30 papers A* 5A 3B 3C 2Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition. CoRR Minxue Tang, Yangyang Yu, Aolin Ding, Maziyar Baran Pouyan, Taha Belkhouja, Yujia Bao
2025	J	`jnl`	Sensor-Aware Data Imputation for Time-Series Machine Learning on Low-Power Wearable Devices. ACM Trans. Design Autom. Electr. Syst. Dina Hussein, Taha Belkhouja, Ganapati Bhat, Jana Doppa
2024	A*	`conf`	Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration. NeurIPS Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Jana Doppa, Yan Yan
2024	J	`jnl`	Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration. CoRR Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Janardhan Rao Doppa, Yan Yan
2024	A*	`conf`	Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach. IJCAI Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa
2024	—	`—`	New Directions in Robust Time-Series Machine Learning Theory, Algorithms, and Applications. Taha Belkhouja
2024	J	`jnl`	Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach. ACM Trans. Intell. Syst. Technol. Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2023	A*	`conf`	Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract). IJCAI Taha Belkhouja, Janardhan Rao Doppa
2023	J	`jnl`	Dynamic Time Warping Based Adversarial Framework for Time-Series Domain. IEEE Trans. Pattern Anal. Mach. Intell. Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2023	A	`conf`	Energy-Efficient Missing Data Recovery in Wearable Devices: A Novel Search-Based Approach. ISLPED Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa
2023	A*	`conf`	Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis. AAAI Subhankar Ghosh, Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2023	J	`jnl`	Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis. CoRR Subhankar Ghosh, Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2023	A	`conf`	Probabilistically robust conformal prediction. UAI Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones
2023	J	`jnl`	Probabilistically robust conformal prediction. CoRR Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones
2022	J	`jnl`	Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features. CoRR Taha Belkhouja, Janardhan Rao Doppa
2022	J	`jnl`	Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features. J. Artif. Intell. Res. Taha Belkhouja, Janardhan Rao Doppa
2022	J	`jnl`	Dynamic Time Warping based Adversarial Framework for Time-Series Domain. CoRR Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2022	J	`jnl`	Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach. CoRR Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2022	A	`conf`	Reliable Machine Learning for Wearable Activity Monitoring: Novel Algorithms and Theoretical Guarantees. ICCAD Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa
2022	A*	`conf`	Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis. AAAI Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2022	J	`jnl`	Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis. CoRR Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
2020	J	`jnl`	Analyzing Deep Learning for Time-Series Data Through Adversarial Lens in Mobile and IoT Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Taha Belkhouja, Janardhan Rao Doppa
2020	—	`conf`	Sequential Encryption for Multiple Implantable Medical Devices. ICCSPA Taha Belkhouja, Sameh Sorour, Mohamed Hefeida
2019	J	`jnl`	Biometric-based authentication scheme for Implantable Medical Devices during emergency situations. Future Gener. Comput. Syst. Taha Belkhouja, Xiaojiang Du, Amr Mohamed, Abdulla K. Al-Ali, Mohsen Guizani
2019	B	`conf`	Role-Based Hierarchical Medical Data Encryption for Implantable Medical Devices. GLOBECOM Taha Belkhouja, Sameh Sorour, Mohamed S. Hefeida
2018	B	`conf`	Light-Weight Solution to Defend Implantable Medical Devices against Man-In-The-Middle Attack. GLOBECOM Taha Belkhouja, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
2018	C	`conf`	Salt Generation for Hashing Schemes based on ECG readings for Emergency Access to Implantable Medical Devices. ISNCC Taha Belkhouja, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
2018	J	`jnl`	Symmetric Encryption Relying on Chaotic Henon System for Secure Hardware-Friendly Wireless Communication of Implantable Medical Systems. J. Sens. Actuator Networks Taha Belkhouja, Xiaojiang Du, Amr Mohamed, Abdulla K. Al-Ali, Mohsen Guizani
2017	C	`conf`	Light-weight encryption of wireless communication for implantable medical devices using henon chaotic system (invited paper). WINCOM Taha Belkhouja, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
2017	B	`conf`	New Plain-Text Authentication Secure Scheme for Implantable Medical Devices with Remote Control. GLOBECOM Taha Belkhouja, Xiaojiang Du, Amr Mohamed, Abdulla K. Al-Ali, Mohsen Guizani