Close to one-in-six American adults is currently prescribed an antidepressant. A serotonin, or “chemical,” imbalance hypothesis remains one of the key justifications for antidepressant use. But many ...

Introduction: Cataracts, the leading cause of reversible blindness globally, require timely detection and intervention for effective prevention of blindness. Artificial intelligence can assist in ...

Class imbalance remains a critical challenge in semi-supervised learning (SSL), especially when distributional mismatches between labeled and unlabeled data lead to biased classification. Although ...

Abstract: Fuzzy broad learning system (Fuzzy BLS) constitutes an effective neural network architecture that has demonstrated remarkable efficacy across various real-world application domains.

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Leading NAND controller firm Phison Electronics reported NT$6.515 billion (approx. US$213 million) in consolidated revenue for September 2025, marking a nearly 10% month-over-month increase and 47% ...

Global current account balances widened by a sizable 0.6 percentage points of world GDP in 2024. When adjusted to account for the volatility around the pandemic and Russia’s war in Ukraine, the ...

The U.S. closing auction is the single largest liquidity event of the trading day. On a typical day in 2024, exchanges matched an average of $50 billion in notional volume during the closing auction, ...

Abstract: Imbalanced datasets pose significant challenges to classification tasks, as traditional classifiers often favor majority classes. Although numerous methods have been proposed to balance data ...