SiG-DML-P1: Machine learning applications
Tue, 9 Sep, 10:50 - 12:30 Italy Time (UTC +2)
Location: Poster Area C
Session Type: Poster
Session Co-Chairs: Ammar Mian, LISTIC, Université Savoie Mont Blanc and Angelo Coluccia,
Track: SiG-DML - Signal and Data Analytics for Machine Learning

SiG-DML-P1.1: SCORING FRUGALITY FOR REMOTE SENSING DATA PROCESSING ALGORITHMS
Matthieu Verlynde, Ammar Mian, Yajing Yan, LISTIC, Université Savoie Mont Blanc, France

SiG-DML-P1.2: A Study on Early Fault Detection Methods for Industrial Rotating Machinery and Robots
Seung-Hwan Choi, Chang-Hyun Kim, Hyoeun Kwon, Korea Institute of Industrial Technology(KITECH), Korea (South); Hiroaki Kawamoto, University of Tsukuba, Japan; Suwoong Lee, Korea Institute of Industrial Technology(KITECH), Korea (South)

SiG-DML-P1.3: CROSS-DUAL PATH ATTENTION FOR CONCURRENT CSI-BASED APPLICATIONS IN INDOOR ENVIRONMENTS
Shervin Mehryar, University of Toronto, Canada

SiG-DML-P1.4: WIND LIDAR AXES OPTIMIZATION FOR GUST RECONSTRUCTION
Christian Musso, Tomline Michel, Matthieu Valla, ONERA, France

SiG-DML-P1.5: Towards Real-Time Detection of Anomalous Behavior in Crowds from Accelerometer Time Series
Bahar Kor, Bipin Gaikwad, Abani Patra, Eric Miller, Tufts University, United States

SiG-DML-P1.6: Realistic Aircraft Crash Survivor Path Estimation via A-Star Search Algorithm and Gradient Descent
Emadeldeen Hamdan, David Reid, Aldo Foe, Jessica Bishop, Caleb Kestle, Elizabeth Goodman, John Monaghan, Ahmet Enis Cetin, Univesity of Illinois Chicago, United States

SiG-DML-P1.7: MULTI-TASK GRAPH-BASED ATTACK DETECTION AND LOCALIZATION IN CYBER-PHYSICAL POWER SYSTEMS
Hayden Keller, Tennessee Tech University, United States; Salma Aboelmagd, Florida State University, United States; Shady S. Refaat, University of Hertfordshire, United Kingdom; Abdulrahman Takiddin, Florida State University, United States; Muhammad Ismail, Tennessee Tech University, United States; Erchin Serpedin, Texas A&M University, United States

SiG-DML-P1.8: On Robustness and Out-of-Distribution Generalization of a Deep Neural Architecture for Underwater Acoustic Direct Localization
Amir Weiss, Bar-Ilan University, Israel

SiG-DML-P1.9: Neuromorphic Extended Object Tracking and Classification Using Spiking Neural Networks
Craig Hamilton, Yoann Altmann, Heriot-Watt University, United Kingdom

SiG-DML-P1.10: Inter-Departmental Ticket Processing Time Prediction using Multi-Task Learning
Dongdong Zhang, Tsinghua University, China; Xinyu Yang, SiChuan University, China; Yuanbo Tang, Naifan Zhang, Yiwen Liu, Feifan He, Shuhan Huang, Yang Li, Tsinghua University, China