Zusammenfassung
Since 2010 it became a good tradition that colleagues from different research areas publish articles about their unsolved scientific problems, on-going work or research results in a joint book with the title “Autonomous Systems”. Those systems exist in several areas of science, describing self-contained and self-controlled groups of possibly interacting or interrelated entities that form unified ensembles acting in given environment without outer control of any higher instances, leaders or managers.
In this year, three major topics are presented, which are valiant, strongly interfering with politics and everyone’s discussion and are, therefore, rarely considered without emotions or political and financial concerns: the climate on our planet earth, ethics in the context of applying and using autonomous systems as well as problems of (mostly individual) road traffic. The following contributions deal with various topics related to theory, fundamentals, natural language and image pro...
Schlagworte
Machine Learning Natural Language Processing Simulation Autonomous Systems Clustering Deep Learning Image Processing Complex Systems Safety Ethical Aspects- Kapitel Ausklappen | EinklappenSeiten
- 1–50 Keynotes 1–50
- 135–170 Fundamentals and Theory 135–170
- 171–212 Image Processing 171–212
- 213–216 Index of Authors 213–216
6 Treffer gefunden
- „... achieve.” ([7]) AI andespecially machine learning is required to model the complexity of ...” „... IntroductionAdvances in robotics, autonomous vehicles or AI in Google’s Deep LearningSoftware have generated a lot of ...” „... , adaption, learning and reconfigurability are signifi-cant.The European Group of Ethics encompasses [2 ...”
- „... Systems – Machine Learning – Deep Learning – Simulation – Clustering – Safety – Ethical AspectsSince 2010 ...” „... human-like: people get used to pro-gram or to interact with machines in their natural languages, either in ...” „... . . . . . . . . . . . 137Automatic Evaluation of Programming Tasks for Blended Learning and E-AssessmentB. Hass, C. Yuan, Z ...”
- „... others. The data was divided into 2sets: 1) Learning set which are 5,879 text files randomly selected ...” „... ) Learning set which are 5,879 text files randomly selectedand used for word segmentation model developing, 2 ...” „... TLS-ART-MC modelAs shown in figure 7, text messages from the learning set are inputted to theword ...”
- „... MotivationClustering is helpful in grouping, decision making and machine learning situa-tions including data mining ...” „... in the brain while learningFig. 1 is inspired by a neuroscience publication [7] on modular ...” „... , the mo-dular segregation process found in the brain during a learning process [7] is anidea that can ...”
- „... , N. Ramakrishman, E. Houstis and J. and Rice, “On neurobiolo-gical, neuro-fuzzy, machine learning ...” „... . Moreover improvinggraphical information for human and autonomous machine perception is themajor objective ...” „... vehicle detection: a review”, IEEETransactions on Pattern Analysis and Machine Intelligence, Vol. 28 ...”
- „... machine operator. When acquiring a document-image through mobilephone cameras, the orientation of the ...” „... MNIST digit classifica-tion3.2 Echo-State CellNet ArchitecturesAn alternative to the deep learning ...”