A comprehensive survey on pretrained foundation models: A history from bert to chatgpt
Pretrained Foundation Models (PFMs) are regarded as the foundation for various downstream
tasks with different data modalities. A PFM (eg, BERT, ChatGPT, and GPT-4) is trained on …
tasks with different data modalities. A PFM (eg, BERT, ChatGPT, and GPT-4) is trained on …
Using biochar for remediation of soils contaminated with heavy metals and organic pollutants
Soil contamination with heavy metals and organic pollutants has increasingly become a
serious global environmental issue in recent years. Considerable efforts have been made to …
serious global environmental issue in recent years. Considerable efforts have been made to …
Recent progress and future prospects on all-organic polymer dielectrics for energy storage capacitors
QK Feng, SL Zhong, JY Pei, Y Zhao, DL Zhang… - Chemical …, 2021 - ACS Publications
… In general, the conduction current density J of dielectric polymers can be expressed as J = …
The conduction current density of Schottky emission J S can be expressed as , where A is the …
The conduction current density of Schottky emission J S can be expressed as , where A is the …
[PDF][PDF] Identifying medical diagnoses and treatable diseases by image-based deep learning
The implementation of clinical-decision support algorithms for medical imaging faces challenges
with reliability and interpretability. Here, we establish a diagnostic tool based on a deep-…
with reliability and interpretability. Here, we establish a diagnostic tool based on a deep-…
Mining frequent patterns without candidate generation
… the set of items (except j and i) in each transaction Tj in the j-projected database into i-projected
database as a transaction, if i is in Tj and there is no any other item in Tj ordered after i in …
database as a transaction, if i is in Tj and there is no any other item in Tj ordered after i in …
[HTML][HTML] Cell-free formation of RNA granules: low complexity sequence domains form dynamic fibers within hydrogels
…, LC Wu, H Mirzaei, EJ Goldsmith, J Longgood, J Pei… - Cell, 2012 - cell.com
Eukaryotic cells contain assemblies of RNAs and proteins termed RNA granules. Many proteins
within these bodies contain KH or RRM RNA-binding domains as well as low complexity …
within these bodies contain KH or RRM RNA-binding domains as well as low complexity …
[BOOK][B] Data mining: concepts and techniques
… Jian Pei is currently Professor of Computer Science, Biostatistics and Bioinformatics, and
Electrical and Computer Engineering at Duke University. He received a Ph.D. …
Electrical and Computer Engineering at Duke University. He received a Ph.D. …
Mining frequent patterns without candidate generation: A frequent-pattern tree approach
… An efficient sequential pattern method, called PrefixSpan (Pei … One such study has
been performed by us in Pei et al. (2001). … Jian Pei received the B.Eng. and the M.…
been performed by us in Pei et al. (2001). … Jian Pei received the B.Eng. and the M.…
[PDF][PDF] Prefixspan: Mining sequential patterns efficiently by prefix-projected pattern growth
Sequential pattern mining is an important data mining problem with broad applications. It is
challenging since one may need to examine a combinatorially explosive number of possible …
challenging since one may need to examine a combinatorially explosive number of possible …
Mining sequential patterns by pattern-growth: The prefixspan approach
… The jth subset š1 j mŽ is the set of sequential patterns prefixed with j. … Therefore, there exists
some j … j mŽ such that j is the lengthšl ž 1Ž prefix of . Thus, is in the jth subset. On the other …
some j … j mŽ such that j is the lengthšl ž 1Ž prefix of . Thus, is in the jth subset. On the other …