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Alexander V. Mantzaris
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Journal Articles
- 2023
- [j17]Patrick Pho, Alexander V. Mantzaris:
reg-sgc: An open-source software for regularized Simple Graph Convolution. SoftwareX 21: 101293 (2023) - 2022
- [j16]Jasser Jasser, Ivan Garibay, Steven R. Scheinert, Alexander V. Mantzaris:
Controversial information spreads faster and further than non-controversial information in Reddit. J. Comput. Soc. Sci. 5(1): 111-122 (2022) - 2021
- [j15]Michael W. Hopwood, Phuong Pho, Alexander V. Mantzaris:
Exploring the Value of Nodes with Multicommunity Membership for Classification with Graph Convolutional Neural Networks. Inf. 12(4): 170 (2021) - [j14]Amirarsalan Rajabi, Alexander V. Mantzaris, Kuldip Singh Atwal, Ivan Garibay:
Exploring the disparity of influence between users in the discussion of Brexit on Twitter: Twitter influence disparity in Brexit If so, write it here. J. Comput. Soc. Sci. 4(2): 903-917 (2021) - [j13]Alexander V. Mantzaris, Randyll Pandohie, Michael W. Hopwood, Patrick Pho, Dustin Ehling:
Tagasaurus, a tool to assist manual image tagging and the creation of image collections. Softw. Impacts 10: 100157 (2021) - 2020
- [j12]Phuong Pho, Alexander V. Mantzaris:
Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets. J. Big Data 7(1): 91 (2020) - [j11]Neda Hajiakhoond Bidoki, Alexander V. Mantzaris, Gita Sukthankar:
Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks. Mach. Learn. Knowl. Extr. 2(2): 125-146 (2020) - 2019
- [j10]Alexander Semenov, Alexander V. Mantzaris, Alexander G. Nikolaev, Alexander Veremyev, Jari Veijalainen, Eduardo L. Pasiliao, Vladimir Boginski:
Exploring Social Media Network Landscape of Post-Soviet Space. IEEE Access 7: 411-426 (2019) - [j9]Neda Hajiakhoond Bidoki, Alexander V. Mantzaris, Gita Sukthankar:
An LSTM Model for Predicting Cross-Platform Bursts of Social Media Activity. Inf. 10(12): 394 (2019) - [j8]Alexander V. Mantzaris, Thomas G. Walker, Cameron E. Taylor, Dustin Ehling:
Adaptive network diagram constructions for representing big data event streams on monitoring dashboards. J. Big Data 6: 24 (2019) - 2018
- [j7]Alexander V. Mantzaris, John A. Marich, Tristin W. Halfman:
Examining the Schelling Model Simulation through an Estimation of Its Entropy. Entropy 20(9): 623 (2018) - [j6]Cameron E. Taylor, Alexander V. Mantzaris, Ivan Garibay:
Exploring How Homophily and Accessibility Can Facilitate Polarization in Social Networks. Inf. 9(12): 325 (2018) - [j5]Alexander V. Mantzaris, Samuel R. Rein, Alexander D. Hopkins:
Examining Collusion and Voting Biases Between Countries During the Eurovision Song Contest Since 1957. J. Artif. Soc. Soc. Simul. 21(1) (2018) - [j4]Alexander V. Mantzaris, Samuel R. Rein, Alexander D. Hopkins:
Preference and neglect amongst countries in the Eurovision Song Contest. J. Comput. Soc. Sci. 1(2): 377-390 (2018) - 2014
- [j3]Alexander V. Mantzaris:
Uncovering nodes that spread information between communities in social networks. EPJ Data Sci. 3(1): 26 (2014) - 2013
- [j2]Alexander V. Mantzaris, Danielle S. Bassett, Nicholas F. Wymbs, Ernesto Estrada, Mason A. Porter, Peter J. Mucha, Scott T. Grafton, Desmond J. Higham:
Dynamic network centrality summarizes learning in the human brain. J. Complex Networks 1(1): 83-92 (2013) - [j1]Peter Laflin, Alexander V. Mantzaris, Fiona Ainley, Amanda Otley, Peter Grindrod, Desmond J. Higham:
Discovering and validating influence in a dynamic online social network. Soc. Netw. Anal. Min. 3(4): 1311-1323 (2013)
Conference and Workshop Papers
- 2022
- [c10]Özlem Özmen Garibay, Niloofar Yousefi, Kevin Aslett, Jacopo A. Baggio, Erik Hemberg, Chathura Jayalath, Alexander V. Mantzaris, Bruce Miller, Una-May O'Reilly, William Rand, Chathurani Senevirathna, Ivan Garibay:
Entropy-Based Characterization of Influence Pathways in Traditional and Social Media. CIC 2022: 38-44 - [c9]Patrick Pho, Alexander V. Mantzaris:
Link prediction with Simple Graph Convolution and regularized Simple Graph Convolution. ICISDM 2022: 31-35 - [c8]Randyll Pandohie, Alexander V. Mantzaris:
Exploring the connectivity of memes and emotions of images through the use of Tagasaurus. ICWSM Workshops 2022 - [c7]Patrick Pho, Alexander V. Mantzaris:
Exploring the Regularized SGC in application to social network data. ICWSM Workshops 2022 - 2021
- [c6]Michael W. Hopwood, Phuong Pho, Alexander V. Mantzaris:
Exploring a link between network topology and active learning. ICUFN 2021: 81-86 - 2020
- [c5]Amirarsalan Rajabi, Chathika Gunaratne, Alexander V. Mantzaris, Ivan Garibay:
Modeling Disinformation and the Effort to Counter It: A Cautionary Tale of When the Treatment Can Be Worse Than the Disease. AAMAS 2020: 1975-1977 - [c4]Amirarsalan Rajabi, Chathika Gunaratne, Alexander V. Mantzaris, Ivan Garibay:
On Countering Disinformation with Caution: Effective Inoculation Strategies and Others that Backfire into Community Hyper-Polarization. SBP-BRiMS 2020: 130-139 - 2012
- [c3]Peter Laflin, Alexander V. Mantzaris, Fiona Ainley, Amanda Otley, Peter Grindrod, Desmond J. Higham:
Dynamic Targeting in an Online Social Medium. SocInfo 2012: 82-95 - [c2]Peter Laflin, Fiona Ainley, Amanda Otley, Alexander V. Mantzaris, Desmond J. Higham:
Demonstration of Dynamic Targeting in an Online Social Medium. SocInfo 2012: 539-542 - 2009
- [c1]Alexander V. Mantzaris, Dirk Husmeier:
Distinguishing Regional from Within-Codon Rate Heterogeneity in DNA Sequence Alignments. PRIB 2009: 187-198
Informal and Other Publications
- 2024
- [i6]Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay:
Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. CoRR abs/2407.09657 (2024) - 2020
- [i5]Ivan Garibay, Toktam A. Oghaz, Niloofar Yousefi, Ece C. Mutlu, Madeline Schiappa, Steven R. Scheinert, Georgios C. Anagnostopoulos, Christina Bouwens, Stephen M. Fiore, Alexander V. Mantzaris, John T. Murphy, William Rand, Anastasia Salter, Mel Stanfill, Gita Sukthankar, Nisha Baral, Gabriel Fair, Chathika Gunaratne, Neda Hajiakhoond Bidoki, Jasser Jasser, Chathura Jayalath, Olivia B. Newton, Samaneh Saadat, Chathurani Senevirathna, Rachel Winter, Xi Zhang:
Deep Agent: Studying the Dynamics of Information Spread and Evolution in Social Networks. CoRR abs/2003.11611 (2020) - [i4]Jasser Jasser, Ivan Garibay, Steven R. Scheinert, Alexander V. Mantzaris:
Controversial information spreads faster and further in Reddit. CoRR abs/2006.13991 (2020) - 2018
- [i3]Cameron E. Taylor, Ivan Garibay, Alexander V. Mantzaris:
How polarization can provide an increase in content dissemination amongst the highly ranked influencers. CoRR abs/1805.10732 (2018) - 2014
- [i2]Alexander V. Mantzaris:
Uncovering nodes that spread information between communities in social networks. CoRR abs/1401.3222 (2014) - [i1]Desmond J. Higham, Peter Grindrod, Alexander V. Mantzaris, Amanda Otley, Peter Laflin:
Anticipating Activity in Social Media Spikes. CoRR abs/1406.2017 (2014)
Coauthor Index
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