Paper Collection—Award Winning Papers in Computer Science & Mathematics

Algorithms:
● “Reducing the False Negative Rate in Deep Learning Based Network Intrusion Detection Systems”
by Jovana Mijalkovic and Angelo Spognardi
Algorithms 2022, 15(8), 258; https://doi.org/10.3390/a15080258

ASI:
● “A Novel Machine Learning Approach for Sentiment Analysis on Twitter Incorporating the Universal Language Model Fine-Tuning and SVM”
by Barakat AlBadani, Ronghua Shi and Jian Dong
Appl. Syst. Innov. 2022, 5(1), 13; https://doi.org/10.3390/asi5010013

● “Digital Twins in the Automotive Industry: The Road toward Physical-Digital Convergence”
by Dimitrios Piromalis and Antreas Kantaros
Appl. Syst. Innov. 2022, 5(4), 65; https://doi.org/10.3390/asi5040065

Axioms:
● “Optimal Control Analysis of Cholera Dynamics in the Presence of Asymptotic Transmission”
by Emmanuel A. Bakare and Sarka Hoskova-Mayerova
Axioms 2021, 10(2), 60; https://doi.org/10.3390/axioms10020060

● “Quadratic Lyapunov Functions for Stability of the Generalized Proportional Fractional Differential Equations with Applications to Neural Networks”
by Ricardo Almeida, Ravi P. Agarwal, Snezhana Hristova and Donal O’Regan
Axioms 2021, 10(4), 322; https://doi.org/10.3390/axioms10040322

BDCC:
● “Forecasting Plant and Crop Disease: An Explorative Study on Current Algorithms”
by Gianni Fenu and Francesca Maridina Malloci
Big Data Cogn. Comput. 2021, 5(1), 2; https://doi.org/10.3390/bdcc5010002

● “6G Cognitive Information Theory: A Mailbox Perspective”
by Yixue Hao, Yiming Miao, Min Chen, Hamid Gharavi and Victor C. M. Leung
Big Data Cogn. Comput. 2021, 5(4), 56; https://doi.org/10.3390/bdcc5040056

Computation:
● “An Accuracy vs. Complexity Comparison of Deep Learning Architectures for the Detection of COVID-19 Disease”
by Sima Sarv Ahrabi, Michele Scarpiniti, Enzo Baccarelli and Alireza Momenzadeh
Computation 2021, 9(1), 3; https://doi.org/10.3390/computation9010003

● “Deep Learning for Fake News Detection in a Pairwise Textual Input Schema”
by Despoina Mouratidis, Maria Nefeli Nikiforos and Katia Lida Kermanidis
Computation 2021, 9(2), 20; https://doi.org/10.3390/computation9020020

Computers:
● “Automated Machine Learning for Healthcare and Clinical Notes Analysis”
by Akram Mustafa and Mostafa Rahimi Azghadi
Computers 2021, 10(2), 24; https://doi.org/10.3390/computers10020024

● “Gamification as a Strategy to Increase Motivation and Engagement in Higher Education Chemistry Students”
by Guillermo M. Chans and May Portuguez Castro
Computers 2021, 10(10), 132; https://doi.org/10.3390/computers10100132

Data:
● “Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions for Prognostics and Diagnostics”
by Manuel Arias Chao, Chetan Kulkarni, Kai Goebel and Olga Fink
Data 2021, 6(1), 5; https://doi.org/10.3390/data6010005

Future Internet:
● “Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning”
by Haokun Fang and Quan Qian
Future Internet 2021, 13(4), 94; https://doi.org/10.3390/fi13040094

Information:
● “Identifying Fake News on Social Networks Based on Natural Language Processing: Trends and Challenges”
by Nicollas R. de Oliveira, Pedro S. Pisa, Martin Andreoni Lopez, Dianne Scherly V. de Medeiros and Diogo M. F. Mattos
Information 2021, 12(1), 38; https://doi.org/10.3390/info12010038

● “An Ambient Intelligence-Based Human Behavior Monitoring Framework for Ubiquitous Environments”
by Nirmalya Thakur and Chia Y. Han
Information 2021, 12(2), 81; https://doi.org/10.3390/info12020081

Mathematics:
● “General Fractional Integrals and Derivatives with the Sonine Kernels”
by Yuri Luchko
Mathematics 2021, 9(6), 594; https://doi.org/10.3390/math9060594

● “New General Variants of Chebyshev Type Inequalities via Generalized Fractional Integral Operators”
by Ahmet Ocak Akdemir, Saad Ihsan Butt, Muhammad Nadeem and Maria Alessandra Ragusa
Mathematics 2021, 9(2), 122; https://doi.org/10.3390/math9020122

● “Statistical Machine Learning in Model Predictive Control of Nonlinear Processes”
by Zhe Wu, David Rincon, Quanquan Gu and Panagiotis D. Christofides
Mathematics 2021, 9(16), 1912; https://doi.org/10.3390/math9161912

● “A Guide to Special Functions in Fractional Calculus”
by Virginia Kiryakova
Mathematics 2021, 9(1), 106; https://doi.org/10.3390/math9010106

● “New Importance Measures Based on Failure Probability in Global Sensitivity Analysis of Reliability”
by Zdeněk Kala
Mathematics 2021, 9(19), 2425; https://doi.org/10.3390/math9192425

● “Implicit Solitary Waves for One of the Generalized Nonlinear Schrödinger Equations”
by Nikolay A. Kudryashov
Mathematics 2021, 9(23), 3024; https://doi.org/10.3390/math9233024

Symmetry:
● “General Fractional Integrals and Derivatives of Arbitrary Order”
by Yuri Luchko
Symmetry 2021, 13(5), 755; https://doi.org/10.3390/sym13050755

● “Higgs and BSM Physics at the Future Muon Collider”
by Roberto Franceschini and Mario Greco
Symmetry 2021, 13(5), 851; https://doi.org/10.3390/sym13050851

● “Nanofluids for the Next Generation Thermal Management of Electronics: A Review”
by Ana Moita, António Moreira, and José Pereira
Symmetry 2021, 13(8), 1362; https://doi.org/10.3390/sym13081362

● “Collider Searches for Dark Matter through the Higgs Lens”
by Spyros Argyropoulos, Oleg Brandt and Ulrich Haisch
Symmetry 2021, 13(12), 2406; https://doi.org/10.3390/sym13122406