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1Single Cell Perturbation Dataset Explorer
https://www.scperturb.org/
2 years ago by @becker
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atac
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seq
datasetperturbationatacdatasetssinglecellseq
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1Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning | Nature Biotechnology
https://www.nature.com/articles/s41587-021-01094-0
2 years ago by @becker
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dataset
technologies
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tissue
different
single
cell
datasettechnologieslargetissuedifferentsinglecell
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1Google AI Blog: KELM: Integrating Knowledge Graphs with Language Model Pre-training Corpora
https://ai.googleblog.com/2021/05/kelm-integrating-knowledge-graphs-with.html
3 years ago by @hotho
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LM
dataset
deep
data
learning
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KG
integration
LMdatasetdeepdatalearningmodelKGintegration
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1LOGML - Marinka Zitnik: Graph Representation Learning for Biomedical Discovery - YouTube
https://www.youtube.com/watch?v=hOfcOak-moU&t=1s
3 years ago by @becker
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medical
data
learning
discovery
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network
networks
graph
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graphs
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medicaldatalearningdiscoveryrepresentationbiomedicalnetworknetworksgraphdatasetgraphssubgraphmachine
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1Measuring dataset similarity using optimal transport - Microsoft Research
https://www.microsoft.com/en-us/research/blog/measuring-dataset-similarity-using-optimal-transport/
3 years ago by @becker
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measure
dataset
mover
earth
optimal
data
similarity
transport
measuredatasetmoverearthoptimaldatasimilaritytransport
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1LinkedOmics :: Login
http://www.linkedomics.org/login.php
4 years ago by @becker
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omics
cancer
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multiomics
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paper:fastcor
datasetomicscancerdatamultiomicsdatasetsmultipaper:fastcor
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2BioLINCC - Biologic Specimen and Data Repository Information Coordinating Center
https://biolincc.nhlbi.nih.gov/home/
4 years ago by @becker
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biology
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studies
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2Transfer learning from pre-trained models | by Pedro Marcelino | Towards Data Science
https://towardsdatascience.com/transfer-learning-from-pre-trained-models-f2393f124751
4 years ago by @becker
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learning
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when
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nn
transferdatasetneuralsizeusemachinelearningtonetworkwhenmlnn
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1Breaking the curse of small data sets in Machine Learning: Part 2
https://towardsdatascience.com/breaking-the-curse-of-small-data-sets-in-machine-learning-part-2-894aa45277f4
4 years ago by @becker
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neural
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networks
nn
smalldatasetneuraldatanetworksnn
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1EchoNet Dynamic
https://echonet.github.io/dynamic/
5 years ago by @becker
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large
echonet
data
project
video
echo
net
big
labelled
labels
cardiogram
datasetlargeechonetdataprojectvideoechonetbiglabelledlabelscardiogram
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1MIMIC Critical Care Database
https://mimic.physionet.org/
5 years ago by @nosebrain
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mimic
care
datasetcriticalmimiccare
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1cambridgeltl/MTL-Bioinformatics-2016
Contribute to cambridgeltl/MTL-Bioinformatics-2016 development by creating an account on GitHub.
5 years ago by @nosebrain
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dataset
medical
bio
datasets
informatics
datasetmedicalbiodatasetsinformatics
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1Global Terrorism Database | Kaggle
More than 180,000 terrorist attacks worldwide, 1970-2017
5 years ago by @nosebrain
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attacks
worldwide
Kaggle
terrorist
datasetattacksworldwideKaggleterrorist
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1ECG Heartbeat Categorization Dataset | Kaggle
https://www.kaggle.com/shayanfazeli/heartbeat
5 years ago by @nosebrain
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heartbeat
dataset
ecg
heartbeatdatasetecg
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1MIT-BIH Arrhythmia Database v1.0.0
https://www.physionet.org/content/mitdb/1.0.0/
5 years ago by @nosebrain
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ecg
datasetecg
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1Multi-Omics Data Sharing
https://www.nature.com/collections/hbchcddagg/
5 years ago by @becker
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overview
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omics
sets
data
multiomics
multi-omics
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sharing
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repository
overviewdatasetomicssetsdatamultiomicsmulti-omicsdatasetssharingmultirepository
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1Introduction
https://biendata.com/competition/aminer2019/?source=e1022
5 years ago by @hotho
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paper
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name
disambiguation
competition
datasetpaperchallengenamedisambiguationcompetition
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1Ten Thousand German News Articles Dataset | 10kGNAD - A german topic classification dataset.
https://tblock.github.io/10kGNAD/
5 years ago by @hotho
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german
dataset
categorization
germandatasetcategorization
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1Semantic Scholar Open Research Corpus
A public API and downloadable corpus for accessing Semantic Scholar's data.
5 years ago by @hotho
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semantic
dataset
full
scholar
semanticdatasetfullscholar
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1IBM Research | Debater Datasets
https://www.research.ibm.com/haifa/dept/vst/debating_data.shtml
6 years ago by @hotho
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dataset
debater
ibmdatasetdebater
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5DynaBench: A Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data
A. Dulny, A. Hotho, and A. Krause. Machine Learning and Knowledge Discovery in Databases: Research Track, page 438--455. Cham, Springer Nature Switzerland, (2023)
a year ago by @hotho
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myown
deep-learning
dataset
from:adulny
2023
neural-ode
dynamical-systems
benchmark
from:martinr
myowndeep-learningdatasetfrom:adulny2023neural-odedynamical-systemsbenchmarkfrom:martinr
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7Open ERP System Data For Occupational Fraud Detection
J. Tritscher, F. Gwinner, D. Schlör, A. Krause, and A. Hotho. (2022)cite arxiv:2206.04460.
2 years ago by @daschloer
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myown
fraud
dataset
ERP
myownfrauddatasetERP
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3Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
P. Villalobos, J. Sevilla, L. Heim, T. Besiroglu, M. Hobbhahn, and A. Ho. arXiv preprint arXiv:2211.04325, (2022)
2 years ago by @becker
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set
models
deep
large
sets
data
learning
requirement
datasets
dataset
machine
limit
model
themis
setmodelsdeeplargesetsdatalearningrequirementdatasetsdatasetmachinelimitmodelthemis
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1Mapping single-cell data to reference atlases by transfer learning
M. Lotfollahi, M. Naghipourfar, M. Luecken, M. Khajavi, M. Büttner, M. Wagenstetter, {. Avsec, A. Gayoso, N. Yosef, M. Interlandi and 1 other author(s). Nature Biotechnology, 40 (1): 121--130 (2022)
2 years ago by @becker
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mapping
nature
atlas
citedby:scholar:count:57
citedby:scholar:timestamp:2022-8-30
learning
datasets
theiss
cell
reference
transfer
dataset
combine
single
mappingnatureatlascitedby:scholar:count:57citedby:scholar:timestamp:2022-8-30learningdatasetstheisscellreferencetransferdatasetcombinesingle
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2Sensing the air we breathe—the OpenSense Zurich dataset
J. Li, B. Faltings, O. Saukh, D. Hasenfratz, and J. Beutel. Twenty-Sixth AAAI Conference on Artificial Intelligence, (2012)
2 years ago by @msteininger
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dataset
zurich
air
opensense
quality
pollution
datasetzurichairopensensequalitypollution
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3The FairyNet Corpus - Character Networks for German Fairy Tales
D. Schmidt, A. Zehe, J. Lorenzen, L. Sergel, S. Düker, M. Krug, and F. Puppe. Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, page 49--56. Punta Cana, Dominican Republic (online), Association for Computational Linguistics, (November 2021)
2 years ago by @albinzehe
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nlp
myown
characters
dataset
kallimachos
author:zehe
networks
nlpmyowncharactersdatasetkallimachosauthor:zehenetworks
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1Comparison of large networks with sub-sampling strategies
W. Ali, A. Wegner, R. Gaunt, C. Deane, and G. Reinert. Scientific reports, 6 (1): 1--8 (2016)
3 years ago by @becker
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hyptrails
citedby:scholar:timestamp:2021-7-8
comparison
dataset
citedby:scholar:count:20
tobi
cross
sample
hyptrailscitedby:scholar:timestamp:2021-7-8comparisondatasetcitedby:scholar:count:20tobicrosssample
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2Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison
Z. Sun, D. Yu, H. Fang, J. Yang, X. Qu, J. Zhang, and C. Geng. Fourteenth ACM Conference on Recommender Systems, ACM, (September 2020)
3 years ago by @nosebrain
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overview
models
dataset
recommendation
overviewmodelsdatasetrecommendation
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7Detecting Scenes in Fiction: A new Segmentation Task
A. Zehe, L. Konle, L. Dümpelmann, E. Gius, A. Hotho, F. Jannidis, L. Kaufmann, M. Krug, F. Puppe, N. Reiter and 2 other author(s). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, ACL, (2021)
3 years ago by @hotho
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scenedetection
myown
task
dataset
kallimachos
scenes
2021
eacl
selected
scenedetectionmyowntaskdatasetkallimachosscenes2021eaclselected
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1A longitudinal approach to biological psychiatric research: The PsyCourse study
M. Budde, H. Anderson-Schmidt, K. Gade, D. Reich-Erkelenz, K. Adorjan, J. Kalman, F. Senner, S. Papiol, T. Andlauer, A. Comes and 1 other author(s). American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 180 (2): 89--102 (2019)
4 years ago by @becker
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set
citedby:scholar:count:20
data
schizophrenia
m:
m:id:test1:node
disorder
p21
dataset
m:id:test1:coordinate:y:-93.26985342800617
m:id:test1:coordinate:x:191.33111572265625
citedby:scholar:timestamp:2021-3-3
bipolar
relatedwork
psycourse
setcitedby:scholar:count:20dataschizophreniam:m:id:test1:nodedisorderp21datasetm:id:test1:coordinate:y:-93.26985342800617m:id:test1:coordinate:x:191.33111572265625citedby:scholar:timestamp:2021-3-3bipolarrelatedworkpsycourse
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1Design and first baseline data of the DZNE multicenter observational study on predementia Alzheimer’s disease (DELCODE)
F. Jessen, A. Spottke, H. Boecker, F. Brosseron, K. Buerger, C. Catak, K. Fliessbach, C. Franke, M. Fuentes, M. Heneka and 1 other author(s). Alzheimer's research & therapy, 10 (1): 1--10 (2018)
4 years ago by @becker
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alzheimer
citedby:scholar:count:51
data
m:
m:id:test1:node
m:id:test1:coordinate:y:-297.45904541015625
p21
dataset
dementia
citedby:scholar:timestamp:2021-3-3
relatedwork
m:id:test1:coordinate:x:199.74562072753906
delcode
alzheimercitedby:scholar:count:51datam:m:id:test1:nodem:id:test1:coordinate:y:-297.45904541015625p21datasetdementiacitedby:scholar:timestamp:2021-3-3relatedworkm:id:test1:coordinate:x:199.74562072753906delcode
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7Detecting Scenes in Fiction: A new Segmentation Task
A. Zehe, L. Konle, L. Dümpelmann, E. Gius, A. Hotho, F. Jannidis, L. Kaufmann, M. Krug, F. Puppe, N. Reiter and 2 other author(s). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, ACL, (2021)
4 years ago by @albinzehe
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scenedetection
myown
myown:selected
task
dataset
dfg-antrag-steckbriefe
kallimachos
cv-jannidis
scenes
eacl
author:zehe
scenedetectionmyownmyown:selectedtaskdatasetdfg-antrag-steckbriefekallimachoscv-jannidissceneseaclauthor:zehe
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2Deep Neural Networks for High Dimension, Low Sample Size Data.
B. Liu, Y. Wei, Y. Zhang, and Q. Yang. IJCAI, page 2287--2293. (2017)
4 years ago by @becker
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small
citedby:scholar:count:64
dimensionality
deep
neural
learning
network
high
low
dataset
citedby:scholar:timestamp:2021-1-19
dimension
dimensions
smallcitedby:scholar:count:64dimensionalitydeepneurallearningnetworkhighlowdatasetcitedby:scholar:timestamp:2021-1-19dimensiondimensions
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1Full correlation matrix analysis (FCMA): An unbiased method for task-related functional connectivity
Y. Wang, J. Cohen, K. Li, and N. Turk-Browne. Journal of neuroscience methods, (2015)
4 years ago by @becker
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dataset
functional
connectivity
citedby:scholar:timestamp:2021-1-7
data
citedby:scholar:count:24
relation
fmri
paper:fastcor
brain
fcma
datasetfunctionalconnectivitycitedby:scholar:timestamp:2021-1-7datacitedby:scholar:count:24relationfmripaper:fastcorbrainfcma
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1LinkedOmics: analyzing multi-omics data within and across 32 cancer types
S. Vasaikar, P. Straub, J. Wang, and B. Zhang. Nucleic acids research, 46 (D1): D956--D963 (2018)
4 years ago by @becker
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citedby:scholar:count:325
dataset
citedby:scholar:timestamp:2020-12-4
omics
cancer
data
multi
paper:fastcor
citedby:scholar:count:325datasetcitedby:scholar:timestamp:2020-12-4omicscancerdatamultipaper:fastcor
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2mixOmics: An R package for ‘omics feature selection and multiple data integration
F. Rohart, B. Gautier, A. Singh, and K. Lê Cao. PLOS Computational Biology, 13 (11): 1-19 (November 2017)
4 years ago by @becker
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set
dataset
merging
omics
data
cross
multiomics
n
multi
p
integration
setdatasetmergingomicsdatacrossmultiomicsnmultipintegration
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2GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
A. Wang, A. Singh, J. Michael, F. Hill, O. Levy, and S. Bowman. ICLR (Poster), OpenReview.net, (2019)
4 years ago by @nosebrain
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nlp
dataset
glue
nlpdatasetglue
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1NCBI disease corpus: A resource for disease name recognition and concept normalization
R. Doğan, R. Leaman, and Z. Lu. Journal of Biomedical Informatics, (2014)
4 years ago by @nosebrain
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dataset
disease
language
corpus
test
ncbi
model
ner
datasetdiseaselanguagecorpustestncbimodelner
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1Introducing the global terrorism database
G. LaFree, and L. Dugan. Terrorism and political violence, 19 (2): 181--204 (2007)
5 years ago by @nosebrain
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dataset
database
killbert
terrorism
datasetdatabasekillbertterrorism
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2GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing.
M. Grennan, M. Schibel, A. Collins, and J. Beel. AICS, volume 2563 of CEUR Workshop Proceedings, page 260-271. CEUR-WS.org, (2019)
5 years ago by @nosebrain
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reference
teaching:ma:vanessa
dataset
parsing
citation
deep
string
bibliographic
giant
referenceteaching:ma:vanessadatasetparsingcitationdeepstringbibliographicgiant
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