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BIOENGINEER.ORG - Bioengineering
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News
Dynamic instance weighting boosts online learning for multi-cryptocurrency
4+ day, 15+ hour ago (76+ words) Cryptocurrencies are famous for their volatility, and that volatility has long been both a lure and a nightmare for anyone trying to predict where prices will go next. Now, a team of researchers in Italy and Slovenia has developed a…...
Ensemble learning and social networks improve credit access for constrained
4+ day, 20+ hour ago (42+ words) borrowers Bioengineer.org Subject of Research: Data-centric ensemble learning combined with text mining and social network analysis to predict and alleviate corporate financial constraints using inter-firm relationship networks extracted from social media news....
Adaptive trust decay mechanism improves blockchain oracle reliability
6+ day, 20+ hour ago (99+ words) Blockchain oracles have become the invisible plumbing of decentralized finance, ferrying real-world price data onto blockchains where smart contracts depend on them for everything from liquidating loans to settling derivatives. Yet the reputation systems designed to keep these data feeds…...
Permissioned Blockchain Framework Secures Industrial IoT Transactions in
1+ week, 1+ day ago (57+ words) Smart factories promise a world where machines, sensors, and human operators across different organizations exchange data seamlessly, allowing production lines to adapt in real time and supply chains to respond within milliseconds. But that promise carries a hidden cost: every…...
FTSformer brings multi-scale transformers to financial time series
1+ week, 3+ day ago (94+ words) Financial markets have long been regarded as one of the most hostile environments for forecasting algorithms. Prices swing violently, relationships between assets shift without warning, and the signals that truly drive an asset’s trajectory are often hidden in external forces…...
New SHAP-McNemar feature selection method boosts machine learning credit
2+ week, 21+ hour ago (85+ words) risk models Bioengineer.org The Algorithm That Explains Itself: Researchers Fuse Game Theory With a 1955 Statistics Test to Make AI Loan Decisions Trustworthy Subject of Research: A stepwise feature selection framework for machine learning-based credit risk modeling that integrates SHAP-based…...
MENAP: efficient news-augmented asset pricing via cost-aware preference
2+ week, 21+ hour ago (28+ words) optimization Bioengineer.org The AI That Learned to Read Wall Street Without Breaking the Bank Subject of Research: Technology and Engineering...
Shapley Explanations Support Stock Decisions in LSTM and MLP Models’
2+ week, 4+ day ago (807+ words) Decade-Long Backtest Bioengineer.org...
Language Models Improve Illicit Market Detection Across Dark Web and Social
2+ week, 4+ day ago (811+ words) Illegal marketplaces are moving far beyond the familiar image of a hidden website reachable only through specialized software. According to a new study published in the Journal of Big Data, illicit sales activity now stretches across a shifting ecosystem that…...