Kaveh Samiee

About Me

Over a decade of professional experience across various industries. My expertise spans time-series analysis, computer vision, machine learning, and large-scale data analytics, with a particular emphasis on applications in the healthcare sector. As a versatile full-stack data scientist with a multidisciplinary educational background and diverse work experience, I excel at integrating knowledge and skills from different domains, leveraging practical problem-solving and critical thinking to deliver impactful solutions.

Publications

• Samiee, K., & Kovács, P. (2024). On Edge Wearable ECG Signal Quality Assessment using Residual Hermite Projection and Liquid State Machine, a Hierarchical Domain Adaptation Approach. IEEE.
• Samiee, K., & Kovács, P. (2023). ECG decomposition using cascaded spline projection residual auto encoders. 2023 Computing in Cardiology (CinC), 50, 1-4.
• Kovács, P., & Samiee, K. (2022). Arrhythmia detection using spiking variable projection neural networks. Computing in Cardiology.
• Samiee, K., Kovács, P., & Gabbouj, M. (2017). Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction. Knowledge-Based Systems, 118, 228-240.
• Samiee, K., Iosifidis A., & Gabbouj, M. (2017). On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks. Expert Systems with Applications, 83, 177-186.
• Raitoharju, J., Samiee, K., Kiranyaz, S., & Gabbouj, M. (2017). Particle swarm clustering fitness evaluation with computational centroids. Swarm and evolutionary computation, 34, 103-118.
• Samiee, K., Kiranyaz, S., Gabbouj, M., & Saramäki, T. (2015). Long-term epileptic EEG classification via 2D mapping and textural features. Expert Systems with Applications, 42(20), 7175-7185.
• Samiee, K., Kovács, P., Kiranyaz, S., Gabbouj, M., & Saramaki, T. (2015). Sleep stage classification using sparse rational decomposition of single channel EEG records. 2015 23rd European Signal Processing Conference (EUSIPCO), 1860-1864.
• Gilián, Z., Kovács, P., & Samiee, K. (2014). Rhythm-based Accuracy Improvement of Heart Beat Detection Algorithms. Computing in Cardiology Conference (CinC), 269-272.
• Raitoharju, J., Zhang, H., Ozan, E.C., Waris, M.A., Faisal, M., Cao, G., Roininen, M., Samiee, K., Kiranyaz, S., & Gabbouj, M. (2014). Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014. 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-6.
• Samiee, K., Kovacs, P., & Gabbouj, M. (2014). Epileptic seizure classification of EEG time-series using rational discrete short-time Fourier transform. IEEE transactions on Biomedical Engineering, 62(2), 541-552.
• Kovacs, P., Samiee, K., & Gabbouj, M. (2014). On application of rational discrete short time Fourier transform in epileptic seizure classification. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
• Samiee, K. (2009). A replacement algorithm based on weighting and ranking cache objects. International Journal of Hybrid Information Technology, 2(2), 93-104.
• Samiee, K. (2009). An image segmentation method for detecting objects in images with textural background. 2009 2nd International Workshop on Nonlinear Dynamics and Synchronization.
• Samiee, K., & Rad,G.A.R.(2008). Wrp : Weighting replacement policy to improve cache performance . International Symposium on Computer Science and its Applications ,38-41.
• Samiee,K.& Rad,G.A.R.(2008). Textural segmentation of sidescan sonar images based on gabor filters bank and active contours without edges .2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance .
• Rad,G.A.R.& Samiee,K.(2008). Fast and modified image segmentation method based on active contours and gabor filter .2008 Third International Conference on Information and Communication Technologies : From Theory to Applications .

Patents

• Samiee,K.(2022).Methods and systems for patient monitoring.US Patent US11432778B2.

Curriculum Vitae

You can download my full CV here.