SiG-DML_P2: Applications of Machine Learning |
| Session Type: Poster |
| Time: Wednesday, August 31, 14:00 - 15:40 |
| Location: Poster Area 2 |
| Session Chair: Siwei Zhang, DLR |
| SiG-DML_P2.1: FAST AND ACCURATE GRAVITATIONAL-WAVE MODELLING WITH PRINCIPAL COMPONENT REGRESSION |
| Cyril Cano, Nicolas Le Bihan, Univ. Grenoble Alpes, CNRS, Grenoble INP, GIPSA-Lab, F-38000 Grenoble, France, France; Éric Chassande-Mottin, Université de Paris, CNRS, Astroparticule et Cosmologie, F-75006 Paris, France, France |
| SiG-DML_P2.2: AN EFFICIENT DEEP BIDIRECTIONAL TRANSFORMER MODEL FOR ENERGY DISAGGREGATION |
| Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, National Technical University of Athens, Greece |
| SiG-DML_P2.3: DETECTION OF ELECTRICITY THEFT FALSE DATA INJECTION ATTACKS IN SMART GRIDS |
| Abdulrahman Takiddin, Erchin Serpedin, Texas A&M University, United States; Muhammad Ismail, Tennessee Technological University, United States |
| SiG-DML_P2.4: ESTIMATION OF COOLING CIRCUITS' TEMPERATURE IN BATTERY ELECTRIC VEHICLES USING KARHUNEN LOEVE EXPANSION AND LSTM |
| Marc Sebastián Padrós, BMW GROUP, Germany; Pascal Alexander Schirmer, Iosif Mporas, University of Hertfordhshire, United Kingdom |
| SiG-DML_P2.5: ACCURATE FREQUENCY ESTIMATION USING DFT AND ARTIFICIAL NEURAL NETWORKS |
| Andrea-Amalia Minda, Daniela-Giorgiana Burtea, Gilbert-Rainer Gillich, Cristian Tufisi, Nicoleta Gillich, Zeno-Iosif Praisach, Babes-Bolyai University, Romania |
| SiG-DML_P2.6: CLASSIFICATION OF RADAR TARGETS USING FEATURES BASED ON WARPED DISCRETE FOURIER TRANSFORM |
| Dimitrije Bujaković, Milenko Andrić, Boban Bondžulić, Slobodan Simić, University of Defence in Belgrade, Military Academy, Serbia |
| SiG-DML_P2.7: ACOUSTIC TEMPERATURE TOMOGRAPHY USING A UNET BASED DEEP LEARNING APPROACH |
| Messay Tafesse Tamire, Venkata Pathuri-Bhuvana, Bernhard Lehner, Silicon Austria Labs, Austria; Stefan Schuster, voestalpine Stahl GmbH, Austria; Andreas Och, Infineon Technologies Austria AG, Austria; Muhammad Nadeem Akram, University of South-Eastern Norway, Norway |
| SiG-DML_P2.8: UNSUPERVISED DOMAIN ADAPTATION ACROSS FMCW RADAR CONFIGURATIONS USING MARGIN DISPARITY DISCREPANCY |
| Rodrigo Hernangomez, Igor Bjelakovic, Slawomir Stanczak, Fraunhofer Heinrich Hertz Institute, Germany; Lorenzo Servadei, Infineon Technologies AG, Germany |