Eingebettete Intelligenz

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1. Mohsin Munir; Muhammad Shoaib Ahmed Siddiqui; Andreas Dengel; Sheraz Ahmed

   DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series

   In: IEEE Access, Vol. 7, Pages 1991-2005, IEEE, 12/2018.

2. Jameel Malik; Ahmed Elhayek; Sheraz Ahmed; Faisal Shafait; Muhammad Imran Malik; Didier Stricker

   3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor

   In: Sensors - Open Access Journal (Sensors), Vol. 18, No. 11, Page 3872, MDPI AG, Basel, Switzerland, 11/2018.

3. Mohsin Munir; Sebastian Baumbach; Ying Gu; Andreas Dengel; Sheraz Ahmed

   Data Analytics: Industrial Perspective & Solutions for Streaming Data

   In: Mark Last; Horst Bunke; Abraham Kandel (Hrsg.). Data Mining in Time Series and Streaming Databases. Chapter 7, Pages 144-168, Series in Machine …

4. Sebastian Baumbach; Arun Bhatt; Sheraz Ahmed; Andreas Dengel

   Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning

   In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial …

5. Mohammad Al-Naser; Hiroki Ohashi; Sheraz Ahmed; Katsuyuki Nakamura; Takayuki Akiyama; Phong Nguyen; Takuto Sato; Andreas Dengel

   Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors

   In: International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART), January …

6. Dominique Mercier; Akansha Bhardwaj; Andreas Dengel; Sheraz Ahmed

   SentiCite - An Approach for Publication Sentiment Analysis

   In: Ana Paula Rocha; Jaap van den Herik (Hrsg.). International Conference on Agents and Artificial Intelligence. International Conference on Agents …

7. Syed Tahseen Raza Rizvi; Dominique Mercier; Stefan Agne; Steffen Erkel; Andreas Dengel; Sheraz Ahmed

   Ontology-based Information Extraction from Technical Documents

   In: International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART), 10th …

8. Sebastian Baumbach; Nikita Sharma; Sheraz Ahmed; Andreas Dengel

   Analyzing Spatio-Temporal Effects of Social-Economic Factors on Crime

   In: Claus-Peter Rückemann; Technion Yerach Doytsher (Hrsg.). The Tenth International Conference on Advanced Geographic Information Systems, …

9. Shoaib Ahmed Siddiqui; Dominique Mercier; Mohsin Munir; Andreas Dengel; Sheraz Ahmed

   TSViz: Demystification of Deep Learning Models for Time-Series Analysis

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1802.02952, Pages 1-13, ArXiv, 2018.

10. Anne Lauscher; Kai Eckert; Lukas Galke; Ansgar Scherp; Syed Tahseen Raza Rizvi; Sheraz Ahmed; Andreas Dengel; Philipp Zumstein; Annette Klein

    Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph

    In: Joint Conference on Digital Libraries. ACM/IEEE Joint Conference on Digital Libraries (JCDL-2018), June 3-6, Fort Worth, Texas, USA, ACM Digital …

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