Heman Shakeri

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All published works

Action	Title	Year	Authors
+ PDF Chat	MAD-FC: A fold change visualization with readability, proportionality, and symmetry	2024	Bruce A. Corliss Yaotian Wang Francis P. Driscoll Heman Shakeri Philip E. Bourne
+	Leveraging Deep Learning to Improve COVID-19 Forecasting Using Wastewater Viral Load	2023	Mehrdad Fazli Heman Shakeri
+	Contra-Analysis for Determining Negligible Effect Size in Scientific Research	2023	Bruce A. Corliss Yaotian Wang Heman Shakeri Philip E. Bourne
+	MAD-FC: A Fold Change Visualization with Readability, Proportionality, and Symmetry	2023	Bruce A. Corliss Yaotian Wang Francis P. Driscoll Heman Shakeri Philip E. Bourne
+	Characterizing the load profile in power grids by Koopman mode decomposition of interconnected dynamics	2023	Ali Tavasoli Behnaz Moradi-Jamei Heman Shakeri
+ PDF Chat	Characterizing the Load Profile in Power Grids by Koopman Mode Decomposition of Interconnected Dynamics	2023	Ali Tavasoli Behnaz Moradi-Jamei Heman Shakeri
+	Operator-Based Detecting, Learning, and Stabilizing Unstable Periodic Orbits of Chaotic Attractors	2023	Ali Tavasoli Heman Shakeri
+ PDF Chat	GeoTyper: Automated Pipeline from Raw scRNA-Seq Data to Cell Type Identification	2022	Cecily J. Wolfe Yayi Feng David Chen Edwin Purcell Anne Talkington Sepideh Dolatshahi Heman Shakeri
+ PDF Chat	Using Machine Learning to Evaluate Real Estate Prices Using Location Big Data	2022	Walter Coleman Ben Johann Nicholas Pasternak Jaya Vellayan Natasha Zhang Foutz Heman Shakeri
+	The Most Difference in Means: A Statistic for the Strength of Null and Near-Zero Results	2022	Bruce A. Corliss Taylor R. Brown Tingting Zhang Kevin A. Janes Heman Shakeri Philip E. Bourne
+	GeoTyper: Automated Pipeline from Raw scRNA-Seq Data to Cell Type Identification	2022	Cecily J. Wolfe Yayi Feng David Chen Edwin Purcell Anne Talkington Sepideh Dolatshahi Heman Shakeri
+	Using Machine Learning to Evaluate Real Estate Prices Using Location Big Data	2022	Walter Coleman Ben Johann Nicholas Pasternak Jaya Vellayan Natasha Zhang Foutz Heman Shakeri
+	The Least Difference in Means: A Statistic for Effect Size Strength and Practical Significance	2022	Bruce A. Corliss Yaotian Wang Heman Shakeri Philip E. Bourne
+ PDF Chat	The Most Difference in Means: A Statistic for the Strength of Null and Near-Zero Results	2022	Bruce A. Corliss T. O. B. Tingting Zhang Kevin A. Janes Heman Shakeri Philip E. Bourne
+	Contra-Analysis: Prioritizing Meaningful Effect Size in Scientific Research	2022	Bruce A. Corliss Yaotian Wang Heman Shakeri Philip E. Bourne
+	Leveraging Wastewater Monitoring for COVID-19 Forecasting in the US: a Deep Learning study	2022	Mehrdad Fazli Heman Shakeri
+ PDF Chat	Contra-Analysis: Prioritizing Meaningful Effect Size in Scientific Research	2022	Bruce A. Corliss Yaotian Wang Heman Shakeri Philip E. Bourne
+	Wastewater-Based Epidemiological Modeling for Continuous Surveillance of COVID-19 Outbreak	2021	Mehrdad Fazli Samuel Sklar Michael D. Porter Brent A. French Heman Shakeri
+ PDF Chat	Wastewater-Based Epidemiological Modeling for Continuous Surveillance of COVID-19 Outbreak	2021	Mehrdad Fazli Samuel Sklar Michael D. Porter Brent A. French Heman Shakeri
+	A purely data-driven framework for prediction, optimization, and control of networked processes: application to networked SIS epidemic model	2021	Ali Tavasoli Teague R. Henry Heman Shakeri
+	Maximizing the algebraic connectivity in multilayer networks with arbitrary interconnections.	2020	Ali Tavasoli Ehsan Ardjmand Heman Shakeri
+ PDF Chat	A new method for quantifying network cyclic structure to improve community detection	2020	Behnaz Moradi-Jamei Heman Shakeri Pietro Poggi‐Corradini Michael Higgins
+ PDF Chat	Designing optimal multiplex networks for certain Laplacian spectral properties	2020	Heman Shakeri Ali Tavasoli Ehsan Ardjmand Pietro Poggi‐Corradini
+	Incentive rate determination in viral marketing	2020	Ali Tavasoli Heman Shakeri Ehsan Ardjmand William A. Young
+	Maximizing the algebraic connectivity in multilayer networks with arbitrary interconnections	2020	Ali Tavasoli Ehsan Ardjmand Heman Shakeri
+	A new method for quantifying network cyclic structure to improve community detection	2019	Behnaz Moradi Heman Shakeri Pietro Poggi‐Corradini Michael Higgins
+	A new method for quantifying network cyclic structure to improve community detection	2019	Behnaz Moradi-Jamei Heman Shakeri Pietro Poggi‐Corradini Michael Higgins
+ PDF Chat	Generalization of effective conductance centrality for egonetworks	2018	Heman Shakeri Behnaz Moradi-Jamei Pietro Poggi‐Corradini Nathan Albin Caterina Scoglio
+	New methods for incorporating network cyclic structures to improve community detection.	2018	Behnaz Moradi Heman Shakeri Pietro Poggi‐Corradini Michael Higgins
+	A new method for quantifying network cyclic structure to improve community detection	2018	Behnaz Moradi Heman Shakeri Pietro Poggi‐Corradini Michael Higgins
+ PDF Chat	GEMFsim: A stochastic simulator for the generalized epidemic modeling framework	2017	Faryad Darabi Sahneh Aram Vajdi Heman Shakeri Futing Fan Caterina Scoglio
+	Egocentric Effective Conductance Centrality and General Degree.	2017	Heman Shakeri Behnaz Moradi-Jamei Pietro Poggi‐Corradini Nathan Albin Caterina Scoglio
+ PDF Chat	Network clustering and community detection using modulus of families of loops	2017	Heman Shakeri Pietro Poggi‐Corradini Nathan Albin Caterina Scoglio
+	Modulus of families of loops with applications in network analysis.	2016	Heman Shakeri Pietro Poggi‐Corradini Nathan Albin Caterina Scoglio
+	GEMFsim: A Stochastic Simulator for the Generalized Epidemic Modeling Framework	2016	Faryad Darabi Sahneh Aram Vajdi Heman Shakeri Futing Fan Caterina Scoglio
+ PDF Chat	Maximizing algebraic connectivity in interconnected networks	2016	Heman Shakeri Nathan Albin Faryad Darabi Sahneh Pietro Poggi‐Corradini Caterina Scoglio
+	Generalized network measures based on modulus of families of walks	2016	Heman Shakeri Pietro Poggi‐Corradini Caterina Scoglio Nathan Albin
+	GEMFsim: A Stochastic Simulator for the Generalized Epidemic Modeling Framework	2016	Faryad Darabi Sahneh Aram Vajdi Heman Shakeri Futing Fan Caterina Scoglio

Common Coauthors

Coauthor	Papers Together
Pietro Poggi‐Corradini	12
Caterina Scoglio	9
Philip E. Bourne	8
Bruce A. Corliss	8
Nathan Albin	6
Yaotian Wang	6
Behnaz Moradi-Jamei	6
Michael Higgins	5
Ali Tavasoli	4
Ehsan Ardjmand	4
Faryad Darabi Sahneh	4
Mehrdad Fazli	4
Ali Tavasoli	4
Futing Fan	3
Aram Vajdi	3
Kevin A. Janes	2
Jaya Vellayan	2
Nicholas Pasternak	2
Michael D. Porter	2
Behnaz Moradi	2
Samuel Sklar	2
Natasha Zhang Foutz	2
Walter Coleman	2
Brent A. French	2
Ben Johann	2
Francis P. Driscoll	2
Anne Talkington	2
Cecily J. Wolfe	2
Sepideh Dolatshahi	2
Edwin Purcell	2
William A. Young	1
Teague R. Henry	1
Behnaz Moradi	1
Yayi Feng	1
Tingting Zhang	1
Tingting Zhang	1
David Chen	1
David Chen	1
Yayi Feng	1
Taylor R. Brown	1
T. O. B.	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Emergence of Scaling in Random Networks	1999	Albert‐László Barabási Réka Albert	6
+	A Set of Measures of Centrality Based on Betweenness	1977	Linton C. Freeman	5
+ PDF Chat	Benchmark graphs for testing community detection algorithms	2008	Andrea Lancichinetti Santo Fortunato Filippo Radicchi	4
+ PDF Chat	The Structure and Function of Complex Networks	2003	Michael Newman	4
+	Generalized network measures based on modulus of families of walks	2016	Heman Shakeri Pietro Poggi‐Corradini Caterina Scoglio Nathan Albin	4
+ PDF Chat	Network clustering and community detection using modulus of families of loops	2017	Heman Shakeri Pietro Poggi‐Corradini Nathan Albin Caterina Scoglio	4
+ PDF Chat	Community detection in graphs	2009	Santo Fortunato	4
+	Finding community structure in very large networks	2004	Aaron Clauset M. E. J. Newman Cristopher Moore	4
+ PDF Chat	Resolution limit in community detection	2006	Santo Fortunato Marc Barthélemy	4
+ PDF Chat	Fast unfolding of communities in large networks	2008	Vincent D. Blondel Jean‐Loup Guillaume Renaud Lambiotte Etienne Lefebvre	4
+ PDF Chat	Cyclic topology in complex networks	2005	Hyun‐Joo Kim Jin Min Kim	4
+ PDF Chat	Algebraic connectivity of graphs	1973	Miroslav Fiedler	3
+	Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)	2020	Ruiyun Li Sen Pei Бин Чэн Yimeng Song Zhang Tao Wan Yang Jeffrey Shaman	3
+	Using Triangles to Improve Community Detection in Directed Networks	2014	Christine Klymko David F. Gleich Tamara G. Kolda	3
+ PDF Chat	Fastest Mixing Markov Chain on a Graph	2004	Stephen Boyd Persi Diaconis Lin Xiao	3
+ PDF Chat	Near linear time algorithm to detect community structures in large-scale networks	2007	Usha Nandini Raghavan Réka Albert Soundar Kumara	3
+	Estimating infectiousness throughout SARS-CoV-2 infection course	2021	Terry C. Jones Guido Biele Barbara Mühlemann Talitha Veith Julia Schneider Jörn Beheim-Schwarzbach Tobias Bleicker Julia Tesch Marie Luisa Schmidt Leif Erik Sander	3
+ PDF Chat	Algebraic connectivity of interdependent networks	2014	Javier Martı́n-Hernández H. Wang Piet Van Mieghem Gregorio D’Agostino	3
+ PDF Chat	On Modularity Clustering	2008	Ulrik Brandes Daniel Delling Marco Gaertler Robert Görke Martin Hoefer Zoran Nikoloski Dorothea Wagner	3
+	Consistency of community detection in networks under degree-corrected stochastic block models	2012	Yunpeng Zhao Elizaveta Levina Ji Zhu	3
+ PDF Chat	Comparing community structure identification	2005	León Danon Albert Dı́az-Guilera Jordi Duch Àlex Arenas	3
+ PDF Chat	NON-BACKTRACKING RANDOM WALKS MIX FASTER	2007	Noga Alon Itaı Benjamini Eyal Lubetzky Sasha Sodin	3
+	The extremal length of a network	1962	R. J. Duffin	3
+ PDF Chat	Community detection algorithms: A comparative analysis	2009	Andrea Lancichinetti Santo Fortunato	3
+ PDF Chat	Diffusion Dynamics on Multiplex Networks	2013	Sergio Gómez Albert Dı́az-Guilera Jesús Gómez‐Gardeñes Conrad J. Pérez-Vicente Yamir Moreno Àlex Arenas	3
+ PDF Chat	Catastrophic cascade of failures in interdependent networks	2010	Sergey V. Buldyrev Roni Parshani Gerald Paul H. Eugene Stanley Shlomo Havlin	3
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	3
+ PDF Chat	Non-backtracking Random Walk	2013	Robert Fitzner Remco van der Hofstad	3
+ PDF Chat	Non-Backtracking Random Walks and a Weighted Ihara’s Theorem	2016	Mark Kempton	3
+ PDF Chat	On the existence of a threshold for preventive behavioral responses to suppress epidemic spreading	2012	Faryad Darabi Sahneh Fahmida Chowdhury Caterina Scoglio	3
+	High Dimensional Spectral Graph Theory and Non- backtracking Random Walks on Graphs	2015	Mark Kempton	3
+ PDF Chat	Enhancing community detection using a network weighting strategy	2012	Pasquale De Meo Emilio Ferrara Giacomo Fiumara Alessandro Provetti	3
+ PDF Chat	Abrupt transition in the structural formation of interconnected networks	2013	Filippo Radicchi Àlex Arenas	3
+	A First Look at Rigorous Probability Theory	2000	Jeffrey S. Rosenthal	3
+ PDF Chat	Statistical mechanics of community detection	2006	Juergen Reichardt Stefan Bornholdt	3
+ PDF Chat	Clustering coefficient and community structure of bipartite networks	2008	Peng Zhang Jin-Liang Wang Xiaojia Li Menghui Li Zengru Di Ying Fan	3
+	Defining and identifying communities in networks	2004	Filippo Radicchi Claudio Castellano Federico Cecconi Vittorio Loreto Domenico Parisi	3
+	Modulus on graphs as a generalization of standard graph theoretic quantities	2015	Nathan Albin Megan Brunner Roberto Ferreiro Pérez Pietro Poggi‐Corradini Natalie Wiens	3
+ PDF Chat	Exact coupling threshold for structural transition reveals diversified behaviors in interconnected networks	2015	Faryad Darabi Sahneh Caterina Scoglio Piet Van Mieghem	3
+	Conformal Invariants: Topics in Geometric Function Theory	1973	Lars V. Ahlfors	3
+ PDF Chat	The Fastest Mixing Markov Process on a Graph and a Connection to a Maximum Variance Unfolding Problem	2006	Jun Sun Stephen Boyd Lin Xiao Persi Diaconis	3
+	Early warning of COVID-19 via wastewater-based epidemiology: potential and bottlenecks	2021	Yifan Zhu Wakana Oishi Chikako Maruo Mayuko Saito Rong Chen Masaaki Kitajima Daisuke Sano	3
+ PDF Chat	Finding and evaluating community structure in networks	2004	Michelle G. Newman Michelle Girvan	3
+ PDF Chat	Computing Communities in Large Networks Using Random Walks	2005	Pascal Pons Matthieu Latapy	3
+ PDF Chat	On the relationship between the algebraic connectivity and graph's robustness to node and link failures	2007	Almerima Jamakovic Steve Uhlig	2
+	Community structure in social and biological networks	2002	Michelle Girvan M. E. J. Newman	2
+	DYNAMICS OF MEASLES EPIDEMICS: ESTIMATING SCALING OF TRANSMISSION RATES USING A TIME SERIES SIR MODEL	2002	Ottar N. Bjørnstad Bärbel Finkenstädt Bryan T. Grenfell	2
+ PDF Chat	Spectral properties of the Laplacian of multiplex networks	2013	Albert Solé-Ribalta Manlio De Domenico Nikos E. Kouvaris Albert Dı́az-Guilera Sergio Gómez Àlex Arenas	2
+ PDF Chat	Plug-and-play inference for disease dynamics: measles in large and small populations as a case study	2009	Daihai He Edward L. Ionides Aaron A. King	2
+ PDF Chat	Graph Spectra for Complex Networks	2010	Piet Van Mieghem	2