TY - BOOK A1 - Ernst, Hartmut A1 - Schmidt, Jochen A1 - Beneken, Gerd T1 - Grundkurs Informatik: Grundlagen und Konzepte für die erfolgreiche IT-Praxis - Eine umfassende, praxisorientierte Einführung N2 - Zahlensysteme und binäre Arithmetik – Nachricht und Information – Codierung und Datenkompression – Verschlüsselung – Schaltalgebra, Schaltnetze und Elemente der Computerhardware – Rechnerarchitekturen – Rechnernetze – Betriebssysteme – prozedurale und objektorientierte Programmierung (C und Java) – Automatentheorie und formale Sprachen – Berechenbarkeit und Komplexität – Suchen und Sortieren – Bäume und Graphen – Software-Engineering – Datenbanken – Anwendungsprogrammierung im Internet (HTML, CSS, JavaScript und PHP) – Deep Learning mit neuronalen Netzen KW - Grundlagen Informatik Y1 - 2020 SN - 978-3-658-30330-3 PB - Springer Vieweg CY - Wiesbaden ET - 7 ER - TY - BOOK A1 - Schmidt, Jochen T1 - Grundkurs Informatik - Das Übungsbuch: 148 Aufgaben mit Lösungen KW - Grundlagen Informatik Übungen Y1 - 2020 SN - 978-3-658-30332-7 PB - Springer Vieweg CY - Wiesbaden ET - 2 ER - TY - CHAP A1 - Zahoransky, Richard A1 - Mühlbauer, Wolfgang A1 - König, Hartmut ED - IEEE, T1 - Towards Mobility Support in Edge Clouds T2 - 2020 IEEE Cloud Summit N2 - Mobile-access edge clouds provide distributed com-pute capacities for low-latency applications. 5G technology willpave the way for such mobile deployment scenarios. In thispaper, we propose an edge cloud infrastructure that supportslow-latency video analysis connected with bandwidth reductionfor a moving group of persons. As example, we consider a mobilebody camera scenario that monitors the situation in a certain areaand transmits it to an operations center. Our discussion focuseson three aspects: mobility support, low-latency video processing,and bandwidth reduction. For this, we propose a mobile edgecloud infrastructure with a central cloud. In order to optimizevideo processing we optimize the edge cloud device assignmentof the cameras depending on their movement by reassigning itto another cloud device. This requires live migration of ongoingvideo analysis between edge devices. Finally we discuss the useof a mobile central cloud. KW - edge cloud KW - mobile-access edge computing KW - 5G KW - body cameras KW - edge device migration Y1 - 2020 UR - https://doi.org/10.1109/IEEECloudSummit48914.2020.00014 SP - 1 EP - 6 PB - IEEE Xplore ER - TY - CHAP A1 - Bayerl, Sebastian P. A1 - Wenninger, Marc A1 - Schmidt, Jochen A1 - Wolff von Gudenberg, Alexander A1 - Riedhammer, Korbinian T1 - STAN: A stuttering therapy analysis helper T2 - 2021 IEEE Spoken Language Technology Workshop (SLT) N2 - Stuttering is a complex speech disorder identified by repetitions, prolongations of sounds, syllables or words and blockswhile speaking. Specific stuttering behaviour differs strongly,thus needing personalized therapy. Therapy sessions requirea high level of concentration by the therapist. We introduce STAN, a system to aid speech therapists in stuttering therapysessions. Such an automated feedback system can lower the cognitive load on the therapist and thereby enable a more consistent therapy as well as allowing analysis of stuttering over the span of multiple therapy sessions. KW - Machine Learning Y1 - 2021 ER - TY - CHAP A1 - Wenninger, Marc A1 - Bayerl, Sebastian P. A1 - Maier, Andreas A1 - Schmidt, Jochen T1 - Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring T2 - 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) N2 - Parameter free Non-intrusive Load Monitoring (NILM) algorithms are a major step toward real-world NILM scenarios. The identification of appliances is the key element in NILM. The task consists of identification of the appliance category and its current state. In this paper, we present a param- eter free appliance identification algorithm for NILM using a 2D representation of time series known as unthresholded Recurrence Plots (RP) for appliance category identification. One cycle of voltage and current (V-I trajectory) are transformed into a RP and classified using a Spacial Pyramid Pooling Convolutional Neural Network architecture. The performance of our approach is evaluated on the three public datasets COOLL, PLAID and WHITEDv1.1 and compared to previous publications. We show that compared to other approaches using our architecture no initial parameters have to be manually tuned for each specific dataset. KW - NILM KW - V-I trajectory KW - Recurrence Plot Y1 - 2021 UR - https://doi.org/10.1109/ICMLA52953.2021.00025 SP - 108 EP - 115 ER - TY - BOOK A1 - Schmidt, Jochen T1 - Grundkurs Informatik – Das Übungsbuch: 163 Aufgaben mit Lösungen N2 - Das Buch richtet sich an Studierende der Informatik oder verwandter Studiengänge und enthält Übungsaufgaben mit Lösungen aus Gebieten, die typischerweise in den ersten Semestern als Grundlagen behandelt werden. Ausgenommen ist der Bereich des Programmierens. Das Buch ergänzt den Grundkurs Informatik mit Übungen zu ausgewählten Kapiteln, ist aber auch in Kombination mit anderen Lehrbüchern verwendbar. KW - Grundlagen Informatik Y1 - 2023 SN - 978-3658434427 U6 - https://doi.org/10.1007/978-3-658-43443-4 PB - Springer Vieweg CY - Wiesbaden ET - 3 ER - TY - RPRT A1 - Alversammer, Wolfgang A1 - Angermeier, Martin A1 - Bernhardt, Andreas A1 - Bischof, Wolfgang A1 - Botsch, Rafael A1 - Eierle, Benno A1 - Feldmeier, Franz A1 - Hack, Andreas A1 - Hauck-Bauer, Eva A1 - Heigl, Martin A1 - Kölzer, Brigitte A1 - Köster, Heinrich A1 - Krose, Eva A1 - Leps, Torsten A1 - Mennicken, Titus A1 - Muscat, Dirk A1 - Ober, Thorsten A1 - Ott, Robert A1 - Ruminski, Nils A1 - Seidlmeier, Heinrich A1 - Stauss, Kilian A1 - Stetter, Andrea A1 - Viehhauser, Peter A1 - Wambsganß, Mathias A1 - Zagler, Stefan A1 - Zauner, Johannes A1 - Zentgraf, Peter T1 - Forschungsbericht 2012 N2 - Mit dem jährlich erscheinenden Forschungsbericht möchte die Hochschule Rosenheim einen Einblick in ihre vielfältigen Projekte und Aktivitäten der angewandten Forschung und Entwicklung geben. Im Forschungsbericht 2012 wird über Vorhaben im Jahr 2012 berichtet. T3 - Schriftenreihen - Forschungsbericht - 1 KW - Forschung Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:861-opus4-12338 ER - TY - CHAP A1 - Hamberger, Anna A1 - Murgul, Sebastian A1 - Schmidt, Jochen A1 - Heizmann, Michael T1 - Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription T2 - Proceedings of the 50th International Computer Music Conference 2025 N2 - Music transcription plays a pivotal role in Music Information Retrieval (MIR), particularly for stringed instruments like the guitar, where symbolic music notations such as MIDI lack crucial playability information. This contribution introduces the Fretting-Transformer, an encoderdecoder model that utilizes a T5 transformer architecture to automate the transcription of MIDI sequences into guitar tablature. By framing the task as a symbolic translation problem, the model addresses key challenges, including string-fret ambiguity and physical playability. The proposed system leverages diverse datasets, including DadaGP, GuitarToday, and Leduc, with novel data pre-processing and tokenization strategies. We have developed metrics for tablature accuracy and playability to quantitatively evaluate the performance. The experimental results demonstrate that the Fretting-Transformer surpasses baseline methods like A* and commercial applications like Guitar Pro. The integration of context-sensitive processing and tuning/capo conditioning further enhances the model's performance, laying a robust foundation for future developments in automated guitar transcription. KW - Machine Learning Y1 - 2025 SP - 438 EP - 445 PB - The International Computer Music Association ER - TY - JOUR A1 - Diener, Michael A1 - Rößle, Felix T1 - Cloud certification to foster digital transformation management in public administrations JF - Current Issues of Business and Law N2 - Public administrations are struggling with the adoption of cloud computing and face more severe challenges in the management than corporations due to special requirements regarding data protection and security. Certification of cloud services is the most promising method in overcoming the current issues. However, this paper examines that existing certificates for cloud service providers don’t match the requirements of public administrations. The analyzed cloud certificates focus strongly on the information security management. But they only have a general look on data protection management. The missing focus on the special requirements of public administrations with regards to geo location of servers, the US cloud act, and especially prevention of foreign state access of PII data (personally identifiable information) is most critical for the use in public administrations. This article shows that a FedRAMP equivalent certification process combined with a European cloud certificate especially designed for the public administration could be the trigger to a successful and faster cloud implementation in the public administration sector in Europe that is currently underdeveloped. Furthermore, the large market with millions of buying public administrations in 27 European Union countries would create attractive business opportunities for private cloud providers, foster the development of new applications and serve the strategic goal of data sovereignty. KW - Public administration, adoption of e-Government, information security management Y1 - 2026 UR - https://cibljournal.com/index.php/cibl/article/view/11/3 VL - 2025 IS - 1(8) SP - 30 EP - 47 ER -