135 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of Texas at San AntonioUS8 papers
- Texas A&M UniversityUS4 papers
- Chongqing University of Posts and TelecommunicationsCN2 papers
- Beijing Academy of Artificial IntelligenceCN1 paper
- Chicago State UniversityUS1 paper
- Colgate UniversityUS1 paper
- Czech Academy of Sciences, Institute of Organic Chemistry and BiochemistryCZ1 paper
- Florida State UniversityUS1 paper
- Georgia Institute of TechnologyUS1 paper
- Harvard UniversityUS1 paper
- Helmholtz-Zentrum Berlin für Materialien und EnergieDE1 paper
- Humboldt-Universität zu BerlinDE1 paper
25 papers
Large Language Models in Mental Health: A Systematic Review of Applications, Innovations, and Ethical Challenges
Yisong Chen, Yifan Gao, Sijing Yu +2
We present a review on the applications of large language models (LLMs) in health, e.g., social media analysis, clinical conversational agents, therapy support tools, prompt engine…
ReGAIN: Retrieval-Grounded AI Framework for Network Traffic Analysis
Shaghayegh Shajarian, Kennedy Marsh, James Benson +2
Modern networks generate vast, heterogeneous traffic that must be continuously analyzed for security and performance. Traditional network traffic analysis systems, whether rule-bas…
GraphFire-X: Physics-Informed Graph Attention Networks and Structural Gradient Boosting for Building-Scale Wildfire Preparedness at the Wildland-Urban Interface
Miguel Esparza, Vamshi Battal, Ali Mostafavi
As wildfires increasingly evolve into urban conflagrations, traditional risk models that treat structures as isolated assets fail to capture the non-linear contagion dynamics chara…
Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets
Richard Tarbell, Kim-Kwang Raymond Choo, Glenn Dietrich +1
Electronic medical records (EMRs) are stored in relational databases. It can be challenging to access the required information if the user is unfamiliar with the database schema or…
CGAN-ECT: Tomography Image Reconstruction from Electrical Capacitance Measurements Using CGANs
Wael Deabes, Alaa E. Abdel-Hakim
Due to the rapid growth of Electrical Capacitance Tomography (ECT) applications in several industrial fields, there is a crucial need for developing high quality, yet fast, methodo…
Continuity of weak solutions to an elliptic problem on -fractional Laplacian
Wei Chen, Qi Han, Guoping Zhan
In this paper we study an elliptic variational problem regarding the -fractional Laplacian in on the basis of recent result \cite{Ha1}, which generalizes the nice…
How fluid-mechanical erosion creates anisotropic porous media
Nicholas J. Moore, Jake Cherry, Shang-Huan Chiu +1
Using a Cauchy integral formulation of the boundary integral equations, we simulate the erosion a porous medium comprised of up to 100 solid bodies embedded in a Stokes flow. The g…
-invariant on unary Hermitian lattices over imaginary quadratic fields with class number or
Jingbo Liu
In this paper, we study the unary Hermitian lattices over imaginary quadratic fields. Let be an imaginary quadratic field for a square-free positi…
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions
Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal +4
The growing use of social media has led to the development of several Machine Learning (ML) and Natural Language Processing(NLP) tools to process the unprecedented amount of social…
Event Detection in Twitter: A Content and Time-Based Analysis
Izzat Alsmadi, Michael O'Brien
The detection of events from online social networks is a recent, evolving field that attracts researchers from across a spectrum of disciplines and domains. Here we report a time-s…
An ontological analysis of misinformation in online social networks
Izzat Alsmadi, Iyad Alazzam, Mohammad A. AlRamahi
The internet, Online Social Networks (OSNs) and smart phones enable users to create tremendous amount of information. Users who search for general or specific knowledge may not hav…
Vehicle to Vehicle (V2V) Communication Protocol: Components, Benefits, Challenges, Safety and Machine Learning Applications
Ramya Daddanala, Vekata Mannava, Lo'ai Tawlbeh +1
Vehicle to vehicle communication is a new technology that enables vehicles on roads to communicate with each other to reduce traffic, accidents and ensure the safety of people. The…
Adversarial Machine Learning in Text Analysis and Generation
Izzat Alsmadi
The research field of adversarial machine learning witnessed a significant interest in the last few years. A machine learner or model is secure if it can deliver main objectives wi…
Physics guided machine learning using simplified theories
Suraj Pawar, Omer San, Burak Aksoylu +2
Recent applications of machine learning, in particular deep learning, motivate the need to address the generalizability of the statistical inference approaches in physical sciences…
Guanidinium can both Cause and Prevent the Hydrophobic Collapse of Biomacromolecules
Jan Heyda, Halil I. Okur, Jana Hladílková +6
A combination of Fourier transform infrared and phase transition measurements as well as molecular computer simulations, and thermodynamic modeling were performed to probe the mech…
Security and Privacy Challenges in Upcoming Intelligent Urban Micromobility Transportation Systems
Nisha Vinayaga-Sureshkanth, Raveen Wijewickrama, Anindya Maiti +1
Micromobility vehicles are gaining popularity due to their portable nature, and their ability to serve short distance urban commutes better than traditional modes of transportation…
Elliptic variational problems with mixed nonlinearities
Qi Han
In this paper, we study the existence and multiplicity results of nontrivial positive solutions to a quasilinear elliptic equation in $\RN$, when , as \begin{equation} \Lp…
Compact Sobolev embeddings and positive solutions to a quasilinear equation with indefinite nonlinearities
Qi Han
In this paper, we study the existence and multiplicity results of nontrivial positive solutions to the following quasilinear elliptic equation on $\RN$, when , \begin{equat…
A Game-Theoretic Analysis of Shard-Based Permissionless Blockchains
Mohammad Hossein Manshaei, Murtuza Jadliwala, Anindya Maiti +1
Low transaction throughput and poor scalability are significant issues in public blockchain consensus protocols such as Bitcoins. Recent research efforts in this direction have pro…
Digital Blues: An Investigation into the Use of Bluetooth Protocols
William Ledbetter, William Bradley Glisson, Todd McDonald +3
The proliferation of Bluetooth mobile device communications into all aspects of modern society raises security questions by both academicians and practitioners. This environment pr…
Unmanned Aerial Vehicle Forensic Investigation Process: Dji Phantom 3 Drone As A Case Study
Alan Roder, Kim-Kwang Raymon Choo, Nhien-An Le-Khac
Drones (also known as Unmanned Aerial Vehicles, UAVs) is a potential source of evidence in a digital investigation, partly due to their increasing popularity in our society. Howeve…
Universal sums of -gonal numbers
Ben Kane, Jingbo Liu
In this paper we study universal quadratic polynomials which arise as sums of polygonal numbers. Specifically, we determine an asymptotic upper bound (as a function of ) on the…
On Fermat Diophantine functional equations and little Picard theorem
Jingbo Liu, Qi Han, Wei Chen
We discuss equivalence conditions on the non-existence of non-trivial meromorphic solution to the Fermat Diophantine equations with integers , from whic…
A non-integrated hypersurface defect relation for meromorphic maps over complete Kähler manifolds into projective algebraic varieties
Wei Chen, Qi Han
In this paper, a non-integrated defect relation for meromorphic maps from complete Kähler manifolds into smooth projective algebraic varieties intersecting hypersurfaces lo…