Dr Marian-Andrei Rizoiu
ANU College of Engineering, Computing and Cybernetics
Publications
- Mishra, S, Rizoiu, M & Xie, L 2018, 'Modeling popularity in asynchronous social media streams with recurrent neural networks', 12th International AAAI Conference on Web and Social Media, ICWSM 2018, AAAI Press, California, USA, pp. 201-210pp.
- Rizoiu, M-A, Graham, T, Zhang, R, Zhang, Y, Ackland, R, Xie, L 2018, 'DEBATENIGHT: The role and influence of socialbots on twitter during the first 2016 U.S. presidential debate', 12th International AAAI Conference on Web and Social Media, ICWSM 2018, AAAI Press, California, USA, pp. 300-309.
- Wu, S, Rizoiu, M, Xie, L 2018, 'Beyond views: Measuring and predicting engagement in online videos', 12th International AAAI Conference on Web and Social Media, ICWSM 2018, AAAI Press, California, USA, pp. 434-443.
- Rizoiu, M, Xie, L, Sanner, S et al. 2017, 'Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity', 26th International Conference on World Wide Web, WWW 2017, Republic and Canton of Geneva, Switzerland, pp. 735-744pp.
- Rizoiu, M & Xie, L 2017, 'Online popularity under promotion: Viral potential, forecasting, and the economics of time', 11th International Conference on Web and Social Media, ICWSM 2017, The AAAI Press, Palo Alto, California, pp. 182-191.
- Mishra, S, Rizoiu, M & Xie, L 2016, 'Feature driven and point process approaches for popularity prediction', ACM Conference on Information and Knowledge Management CIKM 2016, ed. S. Mukhopadhyay, CX. Zhai, Association for Computing Machinery (ACM), New York, pp. 1069-1078pp.
- Rizoiu, M, Xie, L, Caetano, T et al 2016, 'Evolution of Privacy Loss in Wikipedia', ACM International Conference on Web Search and Data Mining WSDM 2016, Association for Computing Machinery (ACM), USA, pp. 215-224.
- Rizoiu, M, Velcin, J, Bonnevay, S et al 2016, 'ClusPath: a temporal-driven clustering to infer typical evolution paths', Data Mining and Knowledge Discovery, vol. 30, no. 5, pp. 1324-1349.
- Rizoiu, M 2015, 'Semi-Supervised Structuring of Complex Data', International Joint Conference on Artificial Intelligence IJCAI 2015, ed. Qiang Yang, Michael Wooldridge, AAAI Press, Palo Alto, California, USA, pp. 3239-3240.
- Kim, Y, Velcin, J, Bonnevay, S et al 2015, 'Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering', Lecture Notes in Computer Science (LNCS), vol. 9022, no. ECIR 2015, pp. 593-604.
- Rizoiu, M, Velcin, J & Lallich, S 2015, 'Semantic-enriched visual vocabulary construction in a weakly supervised context', Intelligent Data Analysis, vol. 19, no. 1, pp. 161-185.
- Rizoiu, M, Velchin, J & Lallich, S 2014, 'How to use temporal-driven constrained clustering to detect typical evolutions', International Journal on Artificial Intelligence Tools, vol. 23, no. 4, pp. 1-22pp.
- Rizoiu, M 2013, 'Semi-supervised structuring of complex data', 23rd International Joint Conference on Artificial Intelligence, IJCAI 2013, AAAI Press, USA, pp. 3239-3240.
- Rizoiu, M, Velcin, J & Lallich, S 2013, 'Unsupervised feature construction for improving data representation and semantics', Journal of Intelligent Information Systems, vol. 40, no. 3, pp. 501-527.
- Rizoiu, M, Velcin, J & Lallich, S 2012, 'Structuring Typical Evolutions Using Temporal-Driven Constrained Clustering', 2012 IEEE 24th International Conference on Tools with Artificial Intelligence, ICTAI 2012, IEEE, Athens, pp. 610-617.
- Musat, C, Trausan-Matu, S, Velcin, J et al 2012, 'Automatic extraction of conceptual labels from topic models', Polytechnical University of Bucharest: Scientific Bulletin, Series C: Electrical Engineering and Computer Science, vol. 74, no. 2, pp. 57-68.
- Musat, C, Velcin, J, Trausan-Matu, S et al 2011, 'Improving Topic Evaluation Using Conceptual Knowledge', International Joint Conference on Artificial Intelligence (IJCAI 2011), ed. Toby Walsh, AAAI Press, Menlo Park California, pp. 1866-1871.
- Musat, C, Velcin, J, Rizoiu, M et al 2011, 'Concept-Based Topic Model Improvement', International Symposium on Methodologies for Intelligent Systems (ISMIS 2011), ed. D. Ryzko et al., Springer Verlag Berlin Heidelberg, Germany, pp. 133-142.
