Innovative Factory Systems

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1. Kareem Amin; Stelios Kapetanakis; Nikolaos Polatidis; Klaus-Dieter Althoff; Andreas Dengel

   DeepKAF: A Heterogeneous CBR Deep Learning Approach for NLP Prototyping

   In: IEEE (Hrsg.). 2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA). INISTA (INISTA-2020), located at INnovations in Intelligent SysTems and Applications, August 24-26, Novi Sad, Serbia, Pages 1-7, No. 19951570, IEEE, New York, 9/2020.

2. Kareem Amin; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

   Cases without borders: Automating Knowledge Acquisition Approach using Deep Autoencoders and Siamese Networks in Case-based Reasoning

   In: 2019 IEEE 31st International Conference on Tools with Artificial Intelligence. International Conference on Tools with Artificial Intelligence (AAAI SSS-2019), November 4-6, Portland, OR, USA, Pages 133-140, ISBN 978-1-7281-3798-8, IEEE Digital Library, 11/2019.

3. Kareem Amin; George Lancaster; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

   Advanced similarity measures using Word Embeddings and Siamese Networks in CBR

   In: Proceedings of the 2019 Intelligent Systems Conference. Intelligent Systems Conference (IntelliSys-2019), September 5-6, London, United Kingdom, Advances in Intelligent Systems and Computing, Springer, 9/2019.

4. Kareem Amin; Stelios Kapetanakis; Nikolaos Polatidis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

   Building Knowledge Intensive Architectures for heterogeneous NLP workflows

   In: Artificial Intelligence XXXVI. SGAI International Conference on Artificial Intelligence (AI-2019), December 17-19, Cambridge, United Kingdom, Springer, 2019.

5. Merton Lansley; Nikolaos Polatidis; Stelios Kapetanakis; Kareem Amin; George Samakovitis; Miltos Petridis

   Seen the villains: Detecting Social Engineering Attacks using Case-based Reasoning and Deep Learning

   In: Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning: Case-based reasoning and deep learning workshop. Case-Based Reasoning and Deep Learning Workshop (CBDRL-2019), located at Twenty-seventh International Conference on Case-Based Reasoning, September 9, Otzenhausen, Germany, ICCBR, 2019.

6. Kareem Amin; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

   Answering with Cases: A CBR Approach to Deep Learning

   In: Michael T. Cox; Peter Funk; Shahina Begum (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2018), July 9-12, Stockholm, Sweden, Springer, 12/2018.

7. Kareem Amin; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

   Dynamic process workflow routing using Deep Learning

   In: Artificial Intelligence XXXV. SGAI International Conference on Artificial Intelligence (AI-2018), December 11-13, Cambridge, United Kingdom, Springer, 2018.

8. Kareem Amin; George Lancaster; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

   Case-based Reasoning in Natural Language Processing: Word2vec VS fastText

   In: Proceedings of the 23rd UK Workshop on Case-Based Reasoning. UK Workshop on Case-Based Reasoning (UKCBR-2018), located at SGAI International Conference on Artificial Intelligence, December 11-13, Cambridge, United Kingdom, School of Computing, Engineering and Mathematics, University of Brighton, UK, 2018.

9. Kareem Amin; Khaled El-Bahnasy; Klaus-Dieter Althoff; Andreas Dengel

   Case Base Indexing Using Unique Attribute Combinations Based on Parallel Power Set Tree Algorithm

   In: York Sure-Vetter; Stefan Zander; Andreas Harth (Hrsg.). Professionelles Wissensmanagement. Conference on Professional Knowledge Management (WM-2017), April 5-7, Karlsruhe, Germany, Pages 107-107, CEUR, 2017.

10. Kareem Amin

    Building an integrated CBR-Big Data Oriented Architecture based on SEASALT

    In: Emmanuel Müller; Ralf Krestel; Davide Mottin (Hrsg.). LWDA 2016 - Lernen, Wissen, Daten, Analysen - Workshop Proceedings. GI-Workshop-Tage "Lernen, Wissen, Daten, Analysen" (LWDA-2016), September 12-14, Potsdam, Germany, Pages 257-264, Hasso-Plattner-Institut, 2016.

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