Atefeh Kiadarbandsari, Miraneta Tafue Lemalu, Sharyn Wilson, Fuafiva Fa'alau
Dementia Among Minority Populations: A Scoping Review of Meaning, Language, And Translation
Dementia and geriatric cognitive disorders
dynamic domain logistics effective communication essential streamlined operations innovative solution multilabeling ensemble mlen tackles intricate task extracting multilabeled data employing advanced techniques accurate preprocessing textual data nltk toolkit approach carefully tailored prevailing language used logistics communication mlen utilizes innovative methods including sentiment intensity analysis word2vec doc2vec ensuring comprehensive feature extraction proves particularly suitable logistics ecommerce capturing nuanced communication essential efficient operations ethical considerations cornerstone logistics communication mlen plays pivotal role detecting categorizing inappropriate language aligning inherently ethical norms leveraging tfidf vader feature enhancement mlen adeptly discerns labels ethically sensitive content logistics communication across diverse datasets including emotions mlen consistently achieves impressive accuracy levels ranging 92 97 establishing superiority logistics context particularly proposed method denseneteho outperforms bert 8 surpasses techniques 1525 efficiency comprehensive analysis considering metrics precision recall f1score ranking loss jaccard similarity aucroc sensitivity time complexity underscores densenetehos efficiency aligning practical demands within logistics track research significantly contributes enhancing precision diversity computational efficiency aspectbased sentiment analysis within logistics integrating cuttingedge preprocessing sentiment intensity analysis vectorization mlen emerges robust framework multilabel datasets consistently outperforming conventional approaches giving outstanding precision accuracy efficiency logistics field