111. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, undergraduate thesis Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Full text (file, 1,02 MB) |
112. An approximate GEMM unit for energy-efficient object detectionRatko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, original scientific article Keywords: approximate computing, logarithmic multiplier, computer arithmetic, energy-efficient processing, tensor core, approximate general matrix multiplication, GEMM, matrix core, approximate multipliers, convolutional neural networks, object detection, YOLOv4-tiny, honeybee detection Full text (file, 4,22 MB) This document has more files! More... |
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114. The relevance of transnational policy networksAndreas Nölke, 2003, original scientific article Keywords: global public policy, foreign assistance, governance, International Monetary Fund, non-governmental organisations, policy networks, structural policy, transnational relations, World Bank Full text (file, 228,05 KB) |
115. Harmonic resonance identification and mitigation in power system using modal analysisJure Lokar, Janja Dolenc, Boštjan Blažič, Leopold Herman, 2021, original scientific article Keywords: frequency sensitivity, frequency shift, harmonic resonance, industrial networks, modal analysis, power quality Full text (file, 6,44 MB) This document has more files! More... |
116. Phase detection and modulation improvement for active load modulation during continuous transmissionNejc Suhadolnik, Jernej Rozman, Tilen Svete, Žiga Korošak, Maja Atanasijević-Kunc, Anton Pleteršek, 2021, original scientific article Keywords: wireless sensor networks, radio frequency identification, near field communication, active load modulation, binary phase shift keying, interference measurement Full text (file, 4,69 MB) This document has more files! More... |
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118. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, original scientific article Keywords: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Full text (file, 3,06 MB) This document has more files! More... |
119. End-effector force and joint torque estimation of a 7-DoF robotic manipulator using deep learningStanko Kružić, Josip Musić, Roman Kamnik, Vladan Papić, 2021, original scientific article Keywords: robotic manipulator, force estimation, deep learning, neural networks Full text (file, 10,85 MB) This document has more files! More... |
120. Self-adaptive approximate mobile deep learningTimotej Knez, Octavian-Mihai Machidon, Veljko Pejović, 2021, original scientific article Keywords: mobile sensing, neural networks, dynamic optimization, quantization, DNN slimming Full text (file, 1,50 MB) This document has more files! More... |