TP8a-1: Data Science, Machine Learning, and Adaptive Systems
Tue, 29 Oct, 13:30 - 15:10 PT (UTC -7)
Location: Poster - Fred Farr & Kiln
Session Type: Poster
Track: Adaptive Systems, Machine Learning, and Data Analytics

TP8a-1.1: On the Use of Delayless Adaptive Filter Architecture for Feedback Control in Hearing Aids
Meng Guo, Bernhard Kuenzle, Demant, Denmark

TP8a-1.2: Quantum Calculus-based Two-Dimensional Least Mean Square Algorithm
Muhammad Moinuddin, King Abdulaziz University, Saudi Arabia; Azzedine Zerguine, King Fahd University of Petroleum and Minerals, Saudi Arabia; Ubaid M. Al-Saggaf, King Abdulaziz University, Saudi Arabia; Muhammad Arif, University of Klagenfurt, Austria

TP8a-1.3: Advanced Results Demonstrating that Lévy Firefly Bio-Inspired Algorithms Can Improve Fetal Electrocardiogram (FECG) Adaptive Signal Processing
Kenneth Jenkins, Pennsylvania State University, United States; Chandra Radhakrishnan, University of Illinois, Champaign-Urbana, United States

TP8a-1.4: Random suppression of ECG artifacts using a NLSRLMMN-based cascaded noise canceller
Mohammed Faiz, Presidency University, India; Azzedine Zerguine, KFUPM, Saudi Arabia; Izzet Kale, University of Westminster, United Kingdom

TP8a-1.5: Improved Spectral Segmentation in Wideband Data Using the Signed Cumulative Distribution Transform
Abu Hasnat Mohammad Rubaiyat, Jacobs, United States; Jordan Vincent, Tekla Research, United States; Brian Greeley, DCS Corporation, United States; George Stantchev, Colin Olson, U.S. Naval Research Laboratory, United States

TP8a-1.6: Extending Kalman Filters for non-Gaussian Process Noise Sources via Approximate Message Passing
Tiancheng Gao, Mohamed Akrout, Faouzi Bellili, Amine Mezghani, University of Manitoba, Canada

TP8a-1.7: Estimating Valley Fever Endemicity with Environmental Parameters
Jacob Caraccilo, Sarah Garner, Mario Banuelos, California State University, Fresno, United States

TP8a-1.8: Threshold Effect of Neural Network-based Fundamental Frequency Estimators
Jonas Lindenberger, Silicon Austria Labs GmbH, Austria; Stefan Schuster, voestalpine Stahl GmbH, Austria; Oliver Lang, Johannes Kepler University, Austria; Alexander Haberl, voestalpine Stahl GmbH, Austria; Bernhard Lehner, Silicon Austria Labs GmbH, Austria; Clemens Staudinger, K1-MET GmbH, Austria; Theresa Roland, voestalpine Metal Forming GmbH, Austria; Mario Huemer, Johannes Kepler University, Austria

TP8a-1.9: On the Design of SO(3)-invariant Feature Extraction Functions for 3D Point Cloud
Amit Efraim, Shamoon College of Engineering, Israel; Joseph M. Francos, Ben Gurion University, Israel

TP8a-1.10: On the Analytic Solution to Recursive Smoothing in Mixture Models
Branislav Rudic, Valentin Sturm, Linz Center of Mechatronics GmbH, Austria; Dmitry Efrosinin, Johannes Kepler University, Austria

TP8a-1.11: Full Slepian-Bangs formula for Fisher information on Lie groups
Sara EL BOUCH, University of Toulouse/ISAE-SUPAERO, France; Samy Labsir, IPSA/TéSA, France; Alexandre Renaux, University of Paris-Saclay, France; Jordi Vilà-Valls, Eric Chaumette, University of Toulouse/ISAE-SUPAERO, France

TP8a-1.12: Extrinsics and Linearized CWCU MMSE Estimation as in GAMP
Zilu Zhao, Fangqing Xiao, Dirk Slock, EURECOM, France

TP8a-1.13: Multipath-based SLAM with Cooperation and Map Fusion in MIMO Systems
Erik Leitinger, Lukas Wielandner, Alexander Venus, Klaus Witrisal, Graz, University of Technology, Austria

TP8a-1.14: Hidden Markov Model Based Statistical Characterization of Power Bus Voltage Transients
Peter Weber, Antonia Papandreou-Suppappola, Arizona State University, United States

TP8a-1.15: Coupled Basis Pursuit for 3D Terahertz Video Reconstruction
Miguel Heredia Conde, Abdulraouf Kutaish, Ullrich Pfeiffer, University of Wuppertal, Germany

TP8a-1.16: A Circular Compound Gaussian Least Squares Algorithm for Tomographic Radar Imaging
Raghu Raj, Carter Lyons, U.S. Naval Research Laboratory, United States; Robert Jansen, Jacobs, Inc., United States; Margaret Cheney, Colorado State University, United States

TP8a-1.17: A Single Network for Reconstruction with Dynamic Measurement Rates
Cemre Omer Ayna, Ali Cafer Gurbuz, Mississippi State University, United States

TP8a-1.18: Error Correction Codes for Robust Classification with Neural Networks Under Sparse Noise
Eva Riherd, Weiyu Xu, Raghu Mudumbai, University of Iowa, United States

TP8a-1.19: Robust and Constrained Estimation of State Space Models: A Majorization-Minimization Approach
Yifan Yu, Shengjie Xiu, Daniel Palomar, Hong Kong University of Science and Technology, Hong Kong SAR of China

TP8a-1.20: Very Efficient Convolutional Neural Network based on the Discrete Hirschman Transform
Weiwei Wang, Victor DeBrunner, Linda DeBrunner, Florida State University, United States; Dingli Xue, China Academy of Science, China; Hanqing Zhao, Ranran Tao, Florida State University, United States

TP8a-1.21: Deep Linearization Mappings for Canonical Correlation Clustering
Akshay Malhotra, InterDigital Communications, United States; Ioannis Schizas, US Army Research Laboratory, United States; João Morais, Arizona State University, United States

TP8a-1.22: Cardiac Arrhythmia Classification Using 12-Lead ECG Recordings
Dorsa Esmaeilpourmoghaddam, Rice University, United States; Mehdi Razavi, Texas Heart Institute, United States; Behnaam Aazhang, Rice University, United States

TP8a-1.23: Track-Cued Radar Point Cloud Target Classification
Lihui Chen, NXP Semiconductors Inc., United States; Mujtaba Hassan, Delft University of Technology, Netherlands; Satish Ravindran, Ryan Wu, NXP Semiconductors Inc., United States

TP8a-1.24: Rotation-Equivariant Neural Networks for Cloud Removal from Satellite Images
Suhas Lohit, Tim K. Marks, Mitsubishi Electric Research Laboratories, United States

TP8a-1.25: A Vision Transformer based Method for Pulse Shape Discrimination
Qi Cheng, Oklahoma State University, United States; Jason Hayward, Xianfei Wen, University of Tennessee, United States

TP8a-1.26: Form-Finding and Physical Property Predictions of Tensegrity Structures Using Deep Neural Networks
Muhao Chen, Jing Qin, University of Kentucky, United States

TP8a-1.27: Comparison of Explainability Approaches for Reinforcement Learning for Autonomous Flight Maneuvers
Soumyabrata Dey, Swati Kar, Mahesh Banavar, Clarkson University, United States; Allan Salihovic, SUNY Buffalo, United States; Simon Khan, Air Force Research Lab, United States

TP8a-1.28: Towards Data-Driven Guarantees for Sparse Signal Recovery
Farhang Yeganegi, Arian Eamaz, Mojtaba Soltanalian, University of Illinois Chicago, United States