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Ahmed Rashed
Ahmed Rashed
Data Scientist & Research Assistant at Information Systems and Machine Learning Lab (ISMLL)
Geverifieerd e-mailadres voor ismll.de
Titel
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Jaar
Do we really need deep learning models for time series forecasting?
S Elsayed, D Thyssens, A Rashed, HS Jomaa, L Schmidt-Thieme
arXiv preprint arXiv:2101.02118, 2021
1672021
Context and attribute-aware sequential recommendation via cross-attention
A Rashed, S Elsayed, L Schmidt-Thieme
Proceedings of the 16th ACM Conference on Recommender Systems, 71-80, 2022
682022
Attribute-aware non-linear co-embeddings of graph features
A Rashed, J Grabocka, L Schmidt-Thieme
Proceedings of the 13th ACM conference on recommender systems, 314-321, 2019
492019
MultiRec: A multi-relational approach for unique item recommendation in auction systems
A Rashed, S Jawed, L Schmidt-Thieme, A Hintsches
Proceedings of the 14th ACM Conference on Recommender Systems, 230-239, 2020
192020
A deep multi-task approach for residual value forecasting
A Rashed, S Jawed, J Rehberg, J Grabocka, L Schmidt-Thieme, ...
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
92020
Enabling Semantic User Context to Enhance Twitter Location Prediction.
A Galal, A Elkorany
ICAART (1), 223-230, 2016
62016
A guided learning approach for item recommendation via surrogate loss learning
A Rashed, J Grabocka, L Schmidt-Thieme
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
52021
Multi-step forecasting via multi-task learning
S Jawed, A Rashed, L Schmidt-Thieme
2019 IEEE International Conference on Big Data (Big Data), 790-799, 2019
52019
Multi-relational classification via bayesian ranked non-linear embeddings
A Rashed, J Grabocka, L Schmidt-Thieme
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
32019
Learning attentive attribute-aware node embeddings in dynamic environments
N Ahmed, A Rashed, L Schmidt-Thieme
International Journal of Data Science and Analytics 17 (2), 189-201, 2024
22024
Dynamic Modeling of Twitter Users
A Galal, A El-Korany
International Conference on Enterprise Information Systems 2, 585-593, 2015
22015
AI and Data-Driven Mobility at Volkswagen Financial Services AG
S Jawed, A Rashed, K Madhusudhanan, S Elsayed, M Jameel, A Volk, ...
arXiv preprint arXiv:2202.04411, 2022
12022
Weighted Personalized Factorizations for Network Classification with Approximated Relation Weights
A Rashed, J Grabocka, L Schmidt-Thieme
Agents and Artificial Intelligence: 11th International Conference, ICAART …, 2019
1*2019
Multi-Behavioral Sequential Recommendation
S Elsayed, A Rashed, L Schmidt-Thieme
Proceedings of the 18th ACM Conference on Recommender Systems, 902-906, 2024
2024
HMAR: Hierarchical Masked Attention for Multi-behaviour Recommendation
S Elsayed, A Rashed, L Schmidt-Thieme
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 131-143, 2024
2024
Context-Aware Sequential Model for Multi-Behaviour Recommendation
S Elsayed, A Rashed, L Schmidt-Thieme
arXiv preprint arXiv:2312.09684, 2023
2023
Enhanced Item Recommendation with Auxiliary Information
A Rashed
Stiftung Universität Hildesheim, 2023
2023
Emotion Analysis Using Heart Rate Data
Luis Alberto Barradas, Artem Fedoskin, Ekaterina Shcheglakova, Sutthida ...
Database and Expert Systems Applications. DEXA 2019 1062, 2019
2019
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Artikelen 1–18