Evaluation and prediction of design-time product structural analysis assistance using XGBoost and Grey Wolf Optimizer

Asian Journal of Civil Engineering, Journal Year: 2023, Volume and Issue: 25(3), P. 2415 - 2429

Published: Oct. 30, 2023

Language: Английский

---

An abstract linguistic space for transmitting information from one mind to another

Neuron, Journal Year: 2024, Volume and Issue: 112(18), P. 2996 - 2998

Published: Sept. 1, 2024

Language: Английский

---

A research of word difficulty clustering based on improved k-means++ algorithm

Journal of Physics Conference Series, Journal Year: 2024, Volume and Issue: 2905(1), P. 012012 - 012012

Published: Nov. 1, 2024

Abstract Nowadays, Wordle, a daily puzzle game offered by the New York Times, is now becoming prevalent around world storm, and difficulty analysis of words has become hot topic. However, highly sensitive to feature extraction words, which undoubtedly creates great difficulties. Based on this, this paper proposes an improved K-means++ algorithm for clustering word difficulty, simulated verified in U.S. college students’ mathematical modeling C problem data. The results show that clusters 359 data into 6 classes A, B, C, D, E, F, determines class ERIE as B based distance between ERRIE attributes six centers. DB index value model high 0.815, variance (ANOVA) are very significant, proves accuracy model.

Language: Английский

---

Anthroponyms: the lexico-semantic approach to word formation and its social and cultural implications

Lodz Papers in Pragmatics, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 6, 2024

Abstract The relevance of the study is that specific individual linguistic customs and traditions are characteristic each nation. objective to examine key aspects anthroponyms methodology their development in Turkish Kazakh languages. In conducting research, general scientific special methods were used achieve its goals objectives. Its main results can be defined as follows. It was argued lexical-semantic approach word formation one most widespread approaches creation meaningful anthroponyms, reflecting features characteristics named person. According conducted necessity studying formations revealed substantiated. reason for this they have an important social cultural significance process interaction between peoples world, well heritage. latter directly related fact personal names express moral philosophical values a certain ethos, fix themselves history, traditions, beliefs particular society or community. As result it concluded onomastic field any language world nuclear constituents. At same time, whole set contained will unique, factors influencing speakers differ.

Language: Английский

---

Can an emerging field called ‘neural systems understanding’ explain the brain?

The Transmitter, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

---

Effects of Normal Cognitive Aging on Spoken Word Frequency: Older Adults Exhibit Higher Function Word Frequency and Lower Content Word Frequency than Young Adults

The Open Psychology Journal, Journal Year: 2024, Volume and Issue: 17(1)

Published: Dec. 27, 2024

Background Recent work indicates that word frequency (WF), broadly defined as an estimate of how often a given is produced during spontaneous speech, has been shown to be sensitive marker for conditions like mild cognitive impairment (MCI) and Alzheimer’s disease (AD). WF linked declines observed in these groups. However, it largely unknown distinct classes change part normative aging, what extent factors education life experience may protect against age-related decline. Objective The current study examined its association with test performance older younger adults. Higher values indicate the use more common, higher frequently used words are readily retrieved from lexicon, whereas lower less words. Methods Expository speech transcripts 70 130 adults were analyzed. Subject-level indices computed all (AWs), content (CWs) function (FWs). Between-group differences neuropsychological using independent samples t-tests associations between evaluated Pearson correlations. Follow-up analyses clarified possible contribution education. Results average AW CW was associated poorer on mental reasoning (Cognitive Estimation Test). Though small, age groups remained significant after accounting levels. Conclusion results show generally preserved suggest healthy aging formal do not drive changes found other studies. If replicated, such findings shift early neuropathological rather than specific pattern influenced by sociocultural language exposure experience. Future studies examining lexical retrieval advancing will help clarify impact which analysis detection MCI AD.

Language: Английский

---

Is word order considered by foundation models? A comparative task-oriented analysis

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 241, P. 122700 - 122700

Published: Nov. 29, 2023

Language: Английский

---