Curriculum Vitae
Curriculum Vitae Link
Education
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PhD, University of Cagliari, 2010
Major: Electrical and Computer Engineering
Dissertation: "Adaptive Biometric System Based on Template Update Procedures"
Current Scheduled Teaching
CSCE 6280.001 | Advanced Topics in Artificial Intelligence | Spring 2025 |
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CSCE 5934.850 | Directed Study | Spring 2025 |
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CSCE 6940.950 | Individual Research | Spring 2025 |
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CSCE 4205.002 | Introduction to Machine Learning | Spring 2025 |
Syllabus
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CSCE 5215.002 | Machine Learning | Spring 2025 |
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CSCE 5950.850 | Master's Thesis | Spring 2025 |
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Texas Education Code 51.974 (HB 2504) requires each institution of higher education to make available to the public, a syllabus for undergraduate lecture courses offered for credit by the institution.
Previous Scheduled Teaching
CSCE 5934.850 | Directed Study | Fall 2024 |
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CSCE 6940.850 | Individual Research | Fall 2024 |
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CSCE 5215.003 | Machine Learning | Fall 2024 |
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SPOT
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CSCE 5950.850 | Master's Thesis | Fall 2024 |
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CSCE 5934.850 | Directed Study | Spring 2024 |
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CSCE 6940.950 | Individual Research | Spring 2024 |
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CSCE 4205.400 | Introduction to Machine Learning | Spring 2024 |
Syllabus
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SPOT
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CSCE 5215.400 | Machine Learning | Spring 2024 |
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SPOT
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CSCE 5950.850 | Master's Thesis | Spring 2024 |
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CSCE 5934.850 | Directed Study | Fall 2023 |
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CSCE 6940.850 | Individual Research | Fall 2023 |
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CSCE 5215.003 | Machine Learning | Fall 2023 |
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SPOT
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Texas Education Code 51.974 (HB 2504) requires each institution of higher education to make available to the public, a syllabus for undergraduate lecture courses offered for credit by the institution.
Published Intellectual Contributions
- Rattani, A., Katamneni, V. (2023). An Examination of Fairness of Face and Periocular Recognition at NIR Spectrum. Springer.
- Rattani, A., Ramachandran, S. Demographic Fairness and Accountability of Audio and Video-based Unimodal and Bi-modal Deepfake Detectors.
- Rattani, A., Jakkam, J., Jayaraman, U., Sahayam, S. (2024). CoDeiT: Contrastive Data-efficient Transformers for Deepfake Detection.
- Rattani, A., Katamneni, V. (2024). Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization. 8. NY, USA,
- Rattani, A., Manzoor, A. (2024). FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained Features.
- Rattani, A., Aarotale, P. Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition. 1-8. IEEE.
- Rattani, A., Ramachandran, S. (2024). Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification.
- Rattani, A., Aarotale, P. (2024). Sensor Fusion-based Deep Learning Models for Human Activity Classification.
- Rattani, A., Nadimpalli, A.V. (2023). Facial Forgery-based Deepfake Detection using Fine-Grained Features. Florida, IEEE.
- Rattani, A., Katamneni, V. (2023). MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection.
- Rattani, A., Aarotale, P. (2023). PatchBMI-Net: Lightweight Facial Patch-based Ensemble for BMI Prediction. Turkey, Istambul, IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
- Rattani, A. (2023). A novel approach for bias mitigation of gender classification algorithms using consistency regularization. Image and Vision Computing Journal. Elsevier.
- Rattani, A. (2023). ProActive DeepFake Detection Using GAN-Based Visible Watermarking. ACM Transactions on Multimedia Computing, Communications, and Applications. 27. New York, ACM.
- Rattani, A., Demissie, Z. The significance of volcanic segments and rifts in faults characterization within the Amagmatic graben of the Afar Depression, Ethiopia. Elsevier.
Contracts, Grants and Sponsored Research
- Rattani, A. (Principal), "Probing Fairness of Ocular Biometrics Methods Across Demographic Variations," sponsored by NSF, Federal, $16000 Funded. (2024 - 2024).