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Technology Monitoring & Forecasting Research for Cyber Security, Market Intelligence and Horizon Scanning

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Beyond S-curves: Recurrent Neural Networks for Technology Forecasting

by Alexander Glavackij, Dimitri Percia David, Alain Mermoud, Angelika Romanou, Karl Aberer | Nov 29, 2022 | Publications, Scientific Articles

Abstract Because of the considerable heterogeneity and complexity of the technological landscape, building accurate models to forecast is a challenging endeavor. Due to their high prevalence in many complex systems, S-curves are a popular forecasting approach in...
Research topics

5G Artificial Intelligence arXiv Asset Pricing Bayesian Statistics BERT Bi-partite Networks Bibliometrics Big Data Blockchain Collective Intelligence Contact Tracing Critical Infrastructure Crunchbase Cryptocurrency Cyberdefence Cybersecurity Data Management Data Protection Deep Learning Digital Transformation Distributed Ledger Emerging Technologies Encryption High Skilled Labor Information Retrieval Large Language Model Link Prediction Machine Learning Malware Natural Language Processing OpenAlex Opinion Mining Portfolio Optimization Privacy Private Equity Quantitative Finance Quantum Computing Recommender System Recurrent Neural Network Risk Analysis S-curve Scientometrics Security Economics Semantic Tagging Social Network Analysis Taxonomy Technology Analysis Technology Assessment Technology Convergence Technology Forecasting Technology Intelligence Technology Management Technology Mining Technology Monitoring Technology Outlook Technology Scouting Text Mining Threat Intelligence Times Series Transformers Trend Analysis Venture Capital Wikipedia Zero-shot Learning

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