Linhas de Pesquisa com a China - USA e Europa - Draft

 

1 - Data Science and Artificial Intelligence (AI) - Data Analytics, Crunching, Minig and Analysis. ActioBig - Wide Data -. AI: Deductive - Inductive (Supervised, Non-Supervised, Semi-Supervised and Reinforcement) - Narrow - General - Diagnostic, Predictive – Prescriptive, Generative, Creative and Superintelligence - Cross Validation - Split Generalization Index - Accuracy, Type I Error and II, Specificity, Sensitivity, Recall etc. Statistics: Outliers Impacts - Machine Learning Check - Small Data - Computational Simulation Bootstrapping - Jackknife and Monte Carlo. Observational and Experimental. Endorsing or ratifying AI. Weka, SAS and R programs.

 

2 - Robotics with AI and Metaverse - Bots Cbots and Cobots - Fourth and Fifth Industrial Revolution - Deep Learning – UiPath, Blue Prism and Automation Anywhere. Metaverse – Virtual and Augmented Reality – Holograms -Avatars – Dimension Reduction - Disruption: Kakushin and Kaikaku - Perpetual and Persistent Multi-User Environment - Digital Twins. 3D modeling software, animation software and game design software. virtual reality (VR) frameworks, augmented reality (AR) frameworks, and blockchain frameworks. VR headsets, AR glasses and motion tracking devices. Programming in Python language.

 

3 - Global Management Systems and International Quality Certification

Management and Research 4.0 and 5.0 - International Quality Certification (CIQ) - ISO standards (9,001 – 14,001 – 22,000 – 17,025 – 17,034 etc.), FSC and GlobalGAP. Intelligent Management (Smart Farms - Netherlands and Belgium) Ecological and Multifunctional Farm Management. China Agricultural University and Wageninguen. Toyota 4.0, Porsche, Lean Startup (Amazon – Uber), Lean Canvas, Lean Six Sigma, BSC (Apple- Volkswagen – Ford – Citibank - Petrobras – Sabesp) and OKR (Microsoft – Intel), RCA (NASA). Leadership X and Y by Douglas Mc Gregor. Pyramid of Human Needs at Work - Maslow, Self-Actualization and the Toyota Management System. Innovative, Transformational, Digital, Transactional, Situational and Ethical Leadership. Quality of Life at Work - Self-fulfillment - Well-Being - Happiness - Shine Project Harvard and World Bank (we coordinate through USP) - USP Quality of Life Center. Intelligent Management (Smart Farms - Netherlands and Belgium) Ecological and Multifunctional Farm Management. China Agricultural University and Wageninguen.

 

4 - Innovation Management: Disruptive Innovation, Hyperinnovation Hypercompetitiveness – Blue Ocean Strategy – Lean Startup. Effectiveness - Efficiency - Competitiveness - Quality - Productivity – Precision - Accuracy - Survival and Organizational Growth - Business - Net Profit. Conjoint Analysis – Fractional Factorial Statistical Models. Quality Function Deployment (Mitsubishi). Risk Management: FMEA/FTA (NASA) - ISO 31,000 - Information Security - ISO 27,000 – Lean Six Sigma. Tokenization - Blockchain - Risk Matrix. Text mining on the Internet to detect weak innovation signals (Iramutec-R and Max QDA), Text Mining - Lemmatization - Content - Semantics - Linguistics – Discourse. SWOT analysis, benchmarking and market research. Design thinking, prototyping and testing. project management, change management and marketing.