Alexander V. Mantzaris

40 papers A 1Journal 29Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	KeemenaPreprocessing.jl: Unicode-Robust Cleaning, Multi-Level Tokenisation and Streaming Offset Bundling for Julia NLP. J. Open Source Softw. Alexander V. Mantzaris
2025	J	`jnl`	BenchmarkDataNLP.jl: Synthetic Data Generation for NLP Benchmarking. J. Open Source Softw. Alexander V. Mantzaris
2025	J	`jnl`	Exploring the Hierarchical Reasoning Model for Small Natural-Image Classification Without Augmentation. CoRR Alexander V. Mantzaris
2025	J	`jnl`	Hierarchy Entropy Degeneration Explains the Rat Utopia Population Collapse: The Role of Full Visibility and Isolation. CoRR Alexander V. Mantzaris
2025	J	`jnl`	LMDiskANN.jl: An Implementation of the Low Memory Disk Approximate Nearest Neighbors Search Algorithm. J. Open Source Softw. Alexander V. Mantzaris
2025	J	`jnl`	WunDeeDB.jl: An easy to use, zero config, WAL, SQLite backend vector database. J. Open Source Softw. Alexander V. Mantzaris
2024	—	`conf`	Analyzing X's Web of Influence: Dissecting News Sharing Dynamics Through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. ASONAM (1) Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay
2024	J	`jnl`	Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. CoRR Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay
2023	J	`jnl`	reg-sgc: An open-source software for regularized Simple Graph Convolution. SoftwareX Patrick Pho, Alexander V. Mantzaris
2022	J	`jnl`	Controversial information spreads faster and further than non-controversial information in Reddit. J. Comput. Soc. Sci. Jasser Jasser, Ivan Garibay, Steven R. Scheinert, Alexander V. Mantzaris
2022	—	`conf`	Entropy-Based Characterization of Influence Pathways in Traditional and Social Media. CIC 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
2022	—	`conf`	Exploring the Regularized SGC in application to social network data. ICWSM Workshops Patrick Pho, Alexander V. Mantzaris
2022	—	`conf`	Exploring the connectivity of memes and emotions of images through the use of Tagasaurus. ICWSM Workshops Randyll Pandohie, Alexander V. Mantzaris
2022	—	`conf`	Link prediction with Simple Graph Convolution and regularized Simple Graph Convolution. ICISDM Patrick Pho, Alexander V. Mantzaris
2021	—	`conf`	Exploring a link between network topology and active learning. ICUFN Michael W. Hopwood, Phuong Pho, Alexander V. Mantzaris
2021	J	`jnl`	Exploring the Value of Nodes with Multicommunity Membership for Classification with Graph Convolutional Neural Networks. Inf. Michael W. Hopwood, Phuong Pho, Alexander V. Mantzaris
2021	J	`jnl`	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. Amirarsalan Rajabi, Alexander V. Mantzaris, Kuldip Singh Atwal, Ivan Garibay
2021	J	`jnl`	Tagasaurus, a tool to assist manual image tagging and the creation of image collections. Softw. Impacts Alexander V. Mantzaris, Randyll Pandohie, Michael W. Hopwood, Patrick Pho, Dustin Ehling
2020	J	`jnl`	Controversial information spreads faster and further in Reddit. CoRR Jasser Jasser, Ivan Garibay, Steven R. Scheinert, Alexander V. Mantzaris
2020	J	`jnl`	Deep Agent: Studying the Dynamics of Information Spread and Evolution in Social Networks. CoRR 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
2020	J	`jnl`	Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks. Mach. Learn. Knowl. Extr. Neda Hajiakhoond Bidoki, Alexander V. Mantzaris, Gita Sukthankar
2020	A	`conf`	Modeling Disinformation and the Effort to Counter It: A Cautionary Tale of When the Treatment Can Be Worse Than the Disease. AAMAS Amirarsalan Rajabi, Chathika Gunaratne, Alexander V. Mantzaris, Ivan Garibay
2020	—	`conf`	On Countering Disinformation with Caution: Effective Inoculation Strategies and Others that Backfire into Community Hyper-Polarization. SBP-BRiMS Amirarsalan Rajabi, Chathika Gunaratne, Alexander V. Mantzaris, Ivan Garibay
2020	J	`jnl`	Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets. J. Big Data Phuong Pho, Alexander V. Mantzaris
2019	J	`jnl`	Adaptive network diagram constructions for representing big data event streams on monitoring dashboards. J. Big Data Alexander V. Mantzaris, Thomas G. Walker, Cameron E. Taylor, Dustin Ehling
2019	J	`jnl`	An LSTM Model for Predicting Cross-Platform Bursts of Social Media Activity. Inf. Neda Hajiakhoond Bidoki, Alexander V. Mantzaris, Gita Sukthankar
2019	J	`jnl`	Exploring Social Media Network Landscape of Post-Soviet Space. IEEE Access Alexander Semenov, Alexander V. Mantzaris, Alexander G. Nikolaev, Alexander Veremyev, Jari Veijalainen, Eduardo L. Pasiliao, Vladimir Boginski
2018	J	`jnl`	Examining Collusion and Voting Biases Between Countries During the Eurovision Song Contest Since 1957. J. Artif. Soc. Soc. Simul. Alexander V. Mantzaris, Samuel R. Rein, Alexander D. Hopkins
2018	J	`jnl`	Examining the Schelling Model Simulation through an Estimation of Its Entropy. Entropy Alexander V. Mantzaris, John A. Marich, Tristin W. Halfman
2018	J	`jnl`	Exploring How Homophily and Accessibility Can Facilitate Polarization in Social Networks. Inf. Cameron E. Taylor, Alexander V. Mantzaris, Ivan Garibay
2018	J	`jnl`	How polarization can provide an increase in content dissemination amongst the highly ranked influencers. CoRR Cameron E. Taylor, Ivan Garibay, Alexander V. Mantzaris
2018	J	`jnl`	Preference and neglect amongst countries in the Eurovision Song Contest. J. Comput. Soc. Sci. Alexander V. Mantzaris, Samuel R. Rein, Alexander D. Hopkins
2014	J	`jnl`	Anticipating Activity in Social Media Spikes. CoRR Desmond J. Higham, Peter Grindrod, Alexander V. Mantzaris, Amanda Otley, Peter Laflin
2014	J	`jnl`	Uncovering nodes that spread information between communities in social networks. CoRR Alexander V. Mantzaris
2014	J	`jnl`	Uncovering nodes that spread information between communities in social networks. EPJ Data Sci. Alexander V. Mantzaris
2013	J	`jnl`	Discovering and validating influence in a dynamic online social network. Soc. Netw. Anal. Min. Peter Laflin, Alexander V. Mantzaris, Fiona Ainley, Amanda Otley, Peter Grindrod, Desmond J. Higham
2013	J	`jnl`	Dynamic network centrality summarizes learning in the human brain. J. Complex Networks Alexander V. Mantzaris, Danielle S. Bassett, Nicholas F. Wymbs, Ernesto Estrada, Mason A. Porter, Peter J. Mucha, Scott T. Grafton, Desmond J. Higham
2012	—	`conf`	Demonstration of Dynamic Targeting in an Online Social Medium. SocInfo Peter Laflin, Fiona Ainley, Amanda Otley, Alexander V. Mantzaris, Desmond J. Higham
2012	—	`conf`	Dynamic Targeting in an Online Social Medium. SocInfo Peter Laflin, Alexander V. Mantzaris, Fiona Ainley, Amanda Otley, Peter Grindrod, Desmond J. Higham
2009	—	`conf`	Distinguishing Regional from Within-Codon Rate Heterogeneity in DNA Sequence Alignments. PRIB Alexander V. Mantzaris, Dirk Husmeier