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1Single Cell Perturbation Dataset Explorer
https://www.scperturb.org/
2 years ago by @becker
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dataset
perturbation
atac
datasets
single
cell
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
large
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
model
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
representation
biomedical
network
networks
graph
dataset
graphs
subgraph
machine
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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dataset
omics
cancer
data
multiomics
datasets
multi
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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set
biology
dataset
sets
bio
data
studies
medicine
datasets
link
open
biolink
setbiologydatasetsetsbiodatastudiesmedicinedatasetslinkopenbiolink
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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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transfer
dataset
neural
size
use
machine
learning
to
network
when
ml
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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small
dataset
neural
data
networks
nn
smalldatasetneuraldatanetworksnn
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1EchoNet Dynamic
https://echonet.github.io/dynamic/
5 years ago by @becker
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dataset
large
echonet
data
project
video
echo
net
big
labelled
labels
cardiogram
datasetlargeechonetdataprojectvideoechonetbiglabelledlabelscardiogram
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1Multi-Omics Data Sharing
https://www.nature.com/collections/hbchcddagg/
5 years ago by @becker
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overview
dataset
omics
sets
data
multiomics
multi-omics
datasets
sharing
multi
repository
overviewdatasetomicssetsdatamultiomicsmulti-omicsdatasetssharingmultirepository
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1Introduction
https://biendata.com/competition/aminer2019/?source=e1022
5 years ago by @hotho
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dataset
paper
challenge
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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ibm
dataset
debater
ibmdatasetdebater
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5Dataset Search
https://toolbox.google.com/datasetsearch
6 years ago by @becker
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set
dataset
engine
data
google
search
repository
setdatasetenginedatagooglesearchrepository
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1pandas-profiling/pandas-profiling: Create HTML profiling reports from pandas DataFrame objects
https://github.com/pandas-profiling/pandas-profiling
6 years ago by @becker
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set
pandas
exploration
dataset
profiling
data
setpandasexplorationdatasetprofilingdata
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1WebIsaDB LOD
http://webisa.webdatacommons.org/
6 years ago by @hotho
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rdf
dataset
common
hypernym
crawl
rdfdatasetcommonhypernymcrawl
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1Uber Movement: Let's find smarter ways forward
https://movement.uber.com/cities?lang=nl-NL
6 years ago by @becker
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set
car
dataset
navigation
data
taxi
trajectory
uber
setcardatasetnavigationdatataxitrajectoryuber
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2Feinstaubalarm in Stuttgart? | Live-Messwerte Stuttgart & Region - Stuttgarter Zeitung
https://scicar409635912018.sched.com/event/FmNX
6 years ago by @becker
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set
dataset
germany
data
everyaware
air
p2map
eva
quality
setdatasetgermanydataeveryawareairp2mapevaquality
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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
show all tags
myown
deep-learning
dataset
from:adulny
2023
neural-ode
dynamical-systems
benchmark
from:martinr
myowndeep-learningdatasetfrom:adulny2023neural-odedynamical-systemsbenchmarkfrom:martinr
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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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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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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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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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4Creation of Flow-Based Data Sets for Intrusion Detection
M. Ring, S. Wunderlich, D. Grüdl, D. Landes, and A. Hotho. Journal of Information Warfare, 16 (4): 41-54 (2017)
7 years ago by @hotho
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myown
intrusion
dataset
detection
2017
myownintrusiondatasetdetection2017
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1Large-Scale Deep Learning on the YFCC100M Dataset
K. Ni, R. Pearce, K. Boakye, B. Van Essen, D. Borth, B. Chen, and E. Wang. (2015)cite arxiv:1502.03409.
7 years ago by @hotho
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dataset
deep
learning
datasetdeeplearning
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2Using a novel data resource to explore heart rate during mountain and road running
A. Best, and B. Braun. Physiological Reports, 5 (8): e13256 (2017)
7 years ago by @becker
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set
running
dataset
sports
data
source
sport
run
health
setrunningdatasetsportsdatasourcesportrunhealth
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3Language Resources for Studying Argument
C. Reed, R. Palau, G. Rowe, and M. Moens. LREC, European Language Resources Association, (2008)
8 years ago by @hotho
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dataset
argument
mining
am
datasetargumentminingam
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2Reader-based exploration of lexical cohesion
B. Beigman Klebanov, and E. Shamir. Language Resources and Evaluation, 40 (2): 109--126 (2006)
8 years ago by @hotho
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lexicon
relatedness
dataset
cohesion
lexiconrelatednessdatasetcohesion
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5An Overview of Microsoft Academic Service (MAS) and Applications.
A. Sinha, Z. Shen, Y. Song, H. Ma, D. Eide, B. Hsu, and K. Wang. WWW (Companion Volume), page 243-246. ACM, (2015)
9 years ago by @hotho
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dataset
toread
MSAC
datasettoreadMSAC
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1Harnessing Folksonomies to Produce a Social Classification of Resources
A. Zubiaga, V. Fresno, R. Martinez, and A. Garcia-Plaza. IEEE Transactions on Knowledge and Data Engineering, (2012)
12 years ago by @hotho
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tagging
dataset
toread
folksonomy
delicious
classification
taggingdatasettoreadfolksonomydeliciousclassification
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3A Large-Scale Study of MySpace: Observations and Implications for Online Social Networks
J. Caverlee, and S. Webb. Proceedings from the 2nd International Conference on Weblogs and Social Media (AAAI), (2008)
16 years ago by @hotho
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dataset
myspace
social
analysis
networking
datasetmyspacesocialanalysisnetworking
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17Improving Tag-Clouds as Visual Information Retrieval Interfaces
Y. Hassan-Montero, and V. Herrero-Solana. InScit2006: International Conference on Multidisciplinary Information Sciences and Technologies, (2006)
16 years ago by @hotho
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tagging
dataset
toread
del.icio.us
visual
clouds
tag
taggingsurvey
information
taggingdatasettoreaddel.icio.usvisualcloudstagtaggingsurveyinformation
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