Social interactions for autonomous driving: A review and perspectives
No human drives a car in a vacuum; she/he must negotiate with other road users to achieve
their goals in social traffic scenes. A rational human driver can interact with other road users …
their goals in social traffic scenes. A rational human driver can interact with other road users …
Topic modeling algorithms and applications: A survey
Topic modeling is used in information retrieval to infer the hidden themes in a collection of
documents and thus provides an automatic means to organize, understand and summarize …
documents and thus provides an automatic means to organize, understand and summarize …
[HTML][HTML] The evolution of lung cancer and impact of subclonal selection in TRACERx
Lung cancer is the leading cause of cancer-associated mortality worldwide. Here we
analysed 1,644 tumour regions sampled at surgery or during follow-up from the first 421 …
analysed 1,644 tumour regions sampled at surgery or during follow-up from the first 421 …
The evolution of topic modeling
R Churchill, L Singh - ACM Computing Surveys, 2022 - dl.acm.org
Topic models have been applied to everything from books to newspapers to social media
posts in an effort to identify the most prevalent themes of a text corpus. We provide an in …
posts in an effort to identify the most prevalent themes of a text corpus. We provide an in …
A review of topic modeling methods
I Vayansky, SAP Kumar - Information Systems, 2020 - Elsevier
Topic modeling is a popular analytical tool for evaluating data. Numerous methods of topic
modeling have been developed which consider many kinds of relationships and restrictions …
modeling have been developed which consider many kinds of relationships and restrictions …
Topic modeling using latent Dirichlet allocation: A survey
We are not able to deal with a mammoth text corpus without summarizing them into a
relatively small subset. A computational tool is extremely needed to understand such a …
relatively small subset. A computational tool is extremely needed to understand such a …
Extensive heterogeneity in somatic mutation and selection in the human bladder
The extent of somatic mutation and clonal selection in the human bladder remains unknown.
We sequenced 2097 bladder microbiopsies from 20 individuals using targeted (n= 1914 …
We sequenced 2097 bladder microbiopsies from 20 individuals using targeted (n= 1914 …
Increased somatic mutation burdens in normal human cells due to defective DNA polymerases
Mutation accumulation in somatic cells contributes to cancer development and is proposed
as a cause of aging. DNA polymerases Pol ε and Pol δ replicate DNA during cell division …
as a cause of aging. DNA polymerases Pol ε and Pol δ replicate DNA during cell division …
Recent advances in open set recognition: A survey
In real-world recognition/classification tasks, limited by various objective factors, it is usually
difficult to collect training samples to exhaust all classes when training a recognizer or …
difficult to collect training samples to exhaust all classes when training a recognizer or …
Genomic–transcriptomic evolution in lung cancer and metastasis
Intratumour heterogeneity (ITH) fuels lung cancer evolution, which leads to immune evasion
and resistance to therapy. Here, using paired whole-exome and RNA sequencing data, we …
and resistance to therapy. Here, using paired whole-exome and RNA sequencing data, we …