Homepage

Associate Professor at Lusophone University of Humanities and Technologies - Escola de Ciências Económicas e das Organizações (ECEO) and Researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. Progammer with programming experience in:

A) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;

B) Artificial Intelligence and Machine learning programming in Python;

C) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.

Received an Arctic Code Vault Contributor status by GitHub, due to having developed open source software considered relevant to be preserved in the "Arctic Code Vault" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on my PhD thesis, used in my Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator preserved in the "Arctic Code Vault", for access to these software modules see: https://github.com/cpgoncalves

-Peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence.

- Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5

Contacts:

Institutional contact: p6186@ulusofona.pt

Main contact: cgon.aulas@gmail.com

Other contacts: cpdsg2@gmail.com,

Artificial Intelligence for Risk Analytics Research Project: https://sites.google.com/view/ai-for-risk-analytics/home?authuser=0

Linkedin: https://pt.linkedin.com/in/carlos-pedro-gonçalves-946932114

zbMath Reviewer No. 14926

Peer reviewer for Springer and Elsevier with "recognized" and "outstanding reviewer status" from Elsevier

Member of IBM Q Experience for Researchers

Member of Netlogo Modeling Commons community

Member of Institute for Defense and Government Advancement

Blog: "Experiments With IBM Quantum Experience and Quantum Cybersecurity" dealing with addressing quantum cybersecurity problems using IBM's Q Experience resources: https://qexperiments.blogspot.com/

Github Page: https://github.com/cpgoncalves

ORCID Page: http://orcid.org/0000-0002-0298-3974

Mendeley: Mendeley Profile

Quora Page: https://www.quora.com/profile/Carlos-Pedro-Gon%C3%A7alves

Academia Edu Author Page: https://lisboa.academia.edu/CarlosPedroGon%C3%A7alves

Fractal Art Website: Fractal Experiments

Digital Art Homepage at DeviantArt: https://www.deviantart.com/cpgoncalves

Main Research Areas:

Data Science
Statistical/Machine Learning
Computer Science
Decision Analytics
Stochastic Modeling applied to Economics and Finance

Research includes work on Quantum Data Science and Machine Learning.

Sample Publications

- "Financial Turbulence, Business Cycles and Intrinsic Time in an Artificial Economy" Gonçalves, C.P. (2011), Algorithmic Finance, 1:2, 141-156 (Combines quantum optimization, quantum chaos and multifractal self-organized criticality, and many-asset lattice models applied to financial risk modelling) (http://algorithmicfinance.org/1-2/pp141-156/). Research Areas: Finance, Quantum Artificial Intelligence and Evolutionary Computation.

- "Quantum Financial Economics Risk and Returns", Gonçalves, C.P. (2013), Journal of Systems Science and Complexity, Volume 26, Issue 2,187-200. (http://link.springer.com/article/10.1007%2Fs11424-013-1187-5#page-1). Research Areas: Quantum Optimization and Financial Modeling.

- "Quantum Cybernetics and Complex Quantum Systems Science: A Quantum Connectionist Exploration", Gonçalves, C.P. (2015), NeuroQuantology,, vol.13, no.1, 35-48 (http://www.neuroquantology.com/index.php/journal/article/view/804). Research Areas: Quantum Machine Learning and Complex Quantum Systems Science.

- "Financial Market Modeling with Quantum Neural Networks", Gonçalves, C.P. (2015), Review of Business and Economics Studies, vol.3, no.4, 44-63 (http://issuu.com/robes.russia/docs/rbes_4_2015). Research Areas: Finance, Quantum Machine Learning and Complex Systems Science (arXiv preprint recommended in MIT Technology Review)

- "Quantum Neural Machine Learning: Backpropagation and Dynamics", Gonçalves, C.P. (2017), NeuroQuantology, vol.15, no.1, 22-41 (https://neuroquantology.com/index.php/journal/article/view/1008/814). Research Areas: Quantum Machine Learning and Complex Quantum Systems Science.

- Gonçalves, C.P. (2019). Quantum Neural Machine Learning - Theory and Experiments. In Aceves-Fernandez, M.A. (ed.), Machine Learning in Medicine and Biology, IntechOpen, DOI: 10.5772/intechopen.84149, http://mts.intechopen.com/articles/show/title/quantum-neural-machine-learning-theory-and-experiments.

- Gonçalves, C.P.(2019). Cyberspace and Artificial Intelligence: The New Face of Cyber-Enhanced Hybrid Threats. In Abu-Taieh, E. (ed.) Cyberspace, IntechOpen, DOI: 10.5772/intechopen.88648, https://www.intechopen.com/online-first/cyberspace-and-artificial-intelligence-the-new-face-of-cyber-enhanced-hybrid-threats.

- "Quantum Robotics, Neural Networks and The Quantum Force Interpretation", Gonçalves, C.P. (2019), NeuroQuantology, vol.17, no.2, 33-55 (https://www.neuroquantology.com/index.php/journal/article/view/1969/1329). Research Areas: Quantum Machine Learning and Complex Quantum Systems Science.

- Gonçalves, C.P. (2020). The New Intelligence Game - An Intelligence Study. e-book available at: https://www.academia.edu/43432931/The_New_Intelligence_Game.

- Goncalves C.P., Rouco J. (2021). Comparing Decision Tree-Based Ensemble Machine Learning Models for COVID-19 Death Probability Profiling. J Vaccines Vaccin. 12: 441. https://www.longdom.org/open-access/comparing-decision-treebased-ensemble-machine-learning-models-for-covid19-death-probability-profiling.pdf

zbMath review of John Cramer's book “The quantum handshake. Entanglement, nonlocality and transactions” was republished in the Newsletter of the European Mathematical Society in September 2017, in pages 51-54 (http://www.ems-ph.org/journals/newsletter/pdf/2017-09-105.pdf).

Software and Tools:

2014:

- Strategy Bot V1.0: The “Strategy Bot V1.0” is a software with an integrated Artificial Intelligence (A.I.) that supports decision analysis and strategic management in complex environments (https://sites.google.com/site/autonomouscomputingsystems/strategy-bot).

2015:

- QNeural: Python module for simulation of Quantum Artificial Neural Networks, the module works on Python 3.4 (https://sites.google.com/site/autonomouscomputingsystems/qneural).

- Game Player: Python module for analyzing finite games, written and provided as a part of classroom material on Artificial Intelligence (A.I.) applied to Decision Making with Python (http://cpgoncalves.github.io/gameplayer/).

2017:

- Strategy Analyzer: Python module for strategic analysis, written and provided as a part of classroom material on Artificial Intelligence (A.I.) applied to Decision Making with Python (https://github.com/cpgoncalves/strategy-analyzer).

2019:

- Analytics Engine: AI-based system with data analysis automation that works with pandas, stats, statsmodels and scikit-learn, it was developed to work as a Business Analytics for Business Intelligence module, as part of classroom material, in the context of Statistics of Management classes, the system also includes the functionalities to be integrated in rule-based AI systems with the decision rules use the confidence intervals (https://github.com/cpgoncalves/Analytics-Engine).

On Trinket:

Applying Game Player:

Prisoners' Dilemma: https://trinket.io/library/trinkets/7c9b7b7348

Harbor Attack (Simultaneous): https://trinket.io/python/85088063c3

Harbor Attack (Sequential): https://trinket.io/python/8202c6664b

Netlogo Models:

At Modeling Commons

http://modelingcommons.org/account/models/233

At User Community Models

Logistic (2003), Gonçalves, C.P.

http://ccl.northwestern.edu/netlogo/models/community/Logistic

Pile of Sand (2003), Gonçalves, C.P.