Currently browsing: Items authored or edited by Dimitrios Gkoumas https://orcid.org/0000-0002-0524-0332

Gkoumas, Dimitrios; Li, Qiuchi; Yu, Yijun and Song, Dawei (2021). An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis. In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence Organization pp. 1736–1742.

• Download Published Version (PDF / 574kB)

Gkoumas, Dimitrios (2021). Quantum Cognitively Motivated Context-Aware Multimodal Representation Learning for Human Language Analysis. PhD thesis The Open University.

• Download Final Version (PDF / 8MB)

Gkoumas, Dimitrios; Li, Qiuchi; Lioma, Christina; Yu, Yijun and Song, Dawei (2021). What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis. Information Fusion, 66 pp. 184–197.

• Download Accepted Manuscript (PDF / 1MB)

Li, Qiuchi; Gkoumas, Dimitrios; Lioma, Christina and Melucci, Massimo (2021). Quantum-inspired multimodal fusion for video sentiment analysis. Information Fusion, 65 pp. 58–71.

• Download Accepted Manuscript (PDF / 1MB)

Uprety, Sagar; Gkoumas, Dimitrios and Song, Dawei (2020). A Survey of Quantum Theory Inspired Approaches to Information Retrieval. ACM Computing Surveys, 53(5), article no. 98.

• Download Accepted Manuscript (PDF / 1MB)

Gkoumas, Dimitrios; Uprety, Sagar and Song, Dawei (2019). Investigating non-classical correlations between decision fused multi-modal documents. In: QI 2018: Quantum Interaction. Lecture Notes in Computer Science, Vol 11690 (Coecke, B and Lambert-Mogiliansky, A eds.), Springer, Cham pp. 163–176.

• Download Accepted Manuscript (PDF / 677kB)

Uprety, Sagar; Gkoumas, Dimitrios and Song, Dawei (2018). Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval. In: 11th International Conference on Quantum Interaction (QI 2018), 3-5 Sep 2018, Nice, France.

• Download Accepted Manuscript (PDF / 264kB)