Publications

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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 …
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 …
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, …
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, …
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. …
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 …
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, …
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 …
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 …
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 …