cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/vvd4-3kj5
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Great Smoky Mountains NP

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Great Smoky Mountains NP
DOI: 10.48597/wdtw-jypb
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Redwood NP

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Redwood NP
DOI: 10.48597/wyu7-we66
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Queen Valley

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Queen Valley
DOI: 10.48597/x3qz-23pc
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Everglades National Park-Research Center (FL11)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Everglades National Park-Research Center (FL11)
DOI: 10.48597/xs49-84y8
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Rubidoux

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Rubidoux
DOI: 10.48597/y7fg-dn2e
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Kalmiopsis

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Kalmiopsis
DOI: 10.48597/yg7w-v4jn
title: Measurement of Heavy metals and inorganics in air and particle phase at Mesa Verde National Park-Chapin Mesa (CO99)

description: Measurement of Heavy metals and inorganics in air and particle phase at Mesa Verde National Park-Chapin Mesa (CO99)
DOI: 10.48597/z5ya-bynq
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Badlands NP

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Badlands NP
DOI: 10.48597/z7mk-7kbt
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Point Reyes National Seashore

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Point Reyes National Seashore
DOI: 10.48597/zan8-ss85
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Point Reyes National Seashore

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Point Reyes National Seashore
DOI: 10.48597/zhqc-j6cb
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Hells Canyon

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Hells Canyon
DOI: 10.48597/zkgz-xkvd
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bridgton (ME02)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bridgton (ME02)
DOI: 10.48597/znd9-4cvr
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Casco Bay-Wolfe's Neck Farm (ME96)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Casco Bay-Wolfe's Neck Farm (ME96)
DOI: 10.48597/zpdr-6n2d
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Badlands NP

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Badlands NP
DOI: 10.48597/zzfk-exfg
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Craters of the Moon National Monument (ID03)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Craters of the Moon National Monument (ID03)
DOI: 10.48597/24gp-8kva
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Nebraska NF

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Nebraska NF
DOI: 10.48597/2552-s8yp
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Hood

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Hood
DOI: 10.48597/28zu-zukx
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Hood

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Hood
DOI: 10.21227/axx2-ax25
title: Data for "Probabilistic Survival Analysis by Approximate Bayesian Inference of Neural Networks"

description: Predicting future events always comes with uncertainty, but traditional non-probabilistic methods cannot distinguish certain from uncertain predictions. In survival analysis, probabilistic methods applied to state-of-the-art solutions in the healthcare and biomedical field are still novel and their implications have not been fully evaluated. In this paper, we study the benefits of modeling uncertainty in deep neural networks for survival analysis with a focus on prediction and calibration performance. For this, we present a Bayesian deep learning framework that consists of three probabilistic network architectures, which we train by optimizing the Cox partial likelihood and combining input-dependent aleatoric uncertainty together with epistemic uncertainty. This enables us to provide uncertainty estimates as credible intervals when predicting the survival curve or as a probability density function over the predicted median survival times. For our empirical analyses, we evaluated our proposed method on four benchmark datasets and find that our method demonstrates prediction performance comparable to the state-of-the-art based on the concordance index (CI) and outperforms all other Cox-based approaches in terms of the mean absolute error (MAE). Our work explicitly compares the extent to which different Bayesian approximation techniques differ from each other and improves the prediction over traditional non-probabilistic alternatives.
DOI: 10.48597/2tmb-btgv
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mohawk Mt.

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mohawk Mt.
DOI: 10.48597/2y4g-y54j
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Northern Cheyenne

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Northern Cheyenne
DOI: 10.48597/364s-jb47
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Zirkel Wilderness

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Zirkel Wilderness
DOI: 10.48597/3ktk-v4w2
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Moosehorn NWR

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Moosehorn NWR
DOI: 10.48597/3mk2-rtzc
title: Measurement of Heavy metals and inorganics in air and particle phase at Mauna Loa Observatory #1/2

description: Measurement of Heavy metals and inorganics in air and particle phase at Mauna Loa Observatory #1/2
DOI: 10.48597/3shr-fmqr
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Pittsburgh

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Pittsburgh
DOI: 10.48597/3ukq-cvfb
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Proctor Maple R. F.

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Proctor Maple R. F.
DOI: 10.48597/3w6j-j537
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Quabbin Summit

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Quabbin Summit
DOI: 10.48597/3y48-kb74
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Tuxedni

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Tuxedni
DOI: 10.48597/4cgr-87s3
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Pasayten

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Pasayten
DOI: 10.48597/4gfn-6fkn
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Cape Romain National Wildlife Refuge

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Cape Romain National Wildlife Refuge
DOI: 10.48597/4rnh-un63
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Trapper Creek

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Trapper Creek
DOI: 10.48597/4va9-tsk4
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Theodore Roosevelt National Park-Painted Canyon

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Theodore Roosevelt National Park-Painted Canyon
DOI: 10.48597/4wqu-sh98
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Trapper Creek

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Trapper Creek
DOI: 10.48597/4xrr-tr6p
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Shenandoah National Park-Big Meadows (VA28)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Shenandoah National Park-Big Meadows (VA28)
DOI: 10.48597/5ttz-mhz5
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bryce Canyon National Park-Repeater Hill (UT99)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bryce Canyon National Park-Repeater Hill (UT99)
DOI: 10.48597/6b7x-u82a
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at M.K. Goddard

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at M.K. Goddard
DOI: 10.48597/6gs3-5ga3
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Virgin Islands National Park-Lind Point (VI01)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Virgin Islands National Park-Lind Point (VI01)
DOI: 10.48597/6nq2-fuvc
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Simeonof

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Simeonof
DOI: 10.48597/6q7v-z72b
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Gila Cliff Dwellings National Monument (NM01)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Gila Cliff Dwellings National Monument (NM01)
DOI: 10.48597/75ue-3hb8
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Wind Cave National Park-Elk Mountain

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Wind Cave National Park-Elk Mountain
DOI: 10.48597/7s28-pmt6
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at North Cascades

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at North Cascades
DOI: 10.48597/7xuk-4pq2
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Wind Cave National Park-Elk Mountain

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Wind Cave National Park-Elk Mountain
DOI: 10.48597/8gp8-3kwc
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bryce Canyon National Park-Repeater Hill (UT99)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bryce Canyon National Park-Repeater Hill (UT99)
DOI: 10.48597/93hc-3yyk
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mingo

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mingo
DOI: 10.48597/954j-hs4x
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Tuxedni

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Tuxedni
DOI: 10.48597/9b27-6bwg
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Omaha

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Omaha
DOI: 10.48597/9sqa-f5wh
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mingo

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mingo
DOI: 10.48597/9wbv-99q9
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Shenandoah National Park-Big Meadows (VA28)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Shenandoah National Park-Big Meadows (VA28)
DOI: 10.48597/ba3p-h6mh
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Starkey Experimental Forest (OR18)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Starkey Experimental Forest (OR18)
DOI: 10.48597/bfut-ruga
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Gila Cliff Dwellings National Monument (NM01)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Gila Cliff Dwellings National Monument (NM01)
DOI: 10.48597/bz7d-9svr
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Simeonof

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Simeonof
DOI: 10.48597/c2bs-8us8
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Puget Sound

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Puget Sound
DOI: 10.48597/c58n-kpuy
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Acadia National Park-McFarland Hill (ME98)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Acadia National Park-McFarland Hill (ME98)
DOI: 10.48597/ceha-5ayk
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Medicine Lake

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Medicine Lake
DOI: 10.48597/cfvu-982p
title: Measurement of Heavy metals and inorganics in air and particle phase at Olympic

description: Measurement of Heavy metals and inorganics in air and particle phase at Olympic
DOI: 10.48597/cg7q-qnky
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Glacier National Park-Fire Weather Station (MT05)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Glacier National Park-Fire Weather Station (MT05)
DOI: 10.48597/cm2k-xk6e
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at North Absaroka

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at North Absaroka
DOI: 10.48597/curv-sqf7
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Northern Cheyenne

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Northern Cheyenne
DOI: 10.48597/daqs-8c28
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mohawk Mt.

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mohawk Mt.
DOI: 10.48597/dq2q-zkhj
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Rocky Mountain NP

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Rocky Mountain NP
DOI: 10.48597/emgk-jpre
title: Measurement of Heavy metals and inorganics in air and particle phase at Trapper Creek

description: Measurement of Heavy metals and inorganics in air and particle phase at Trapper Creek
DOI: 10.48597/f6zd-rdpa
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Zirkel Wilderness

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Zirkel Wilderness
DOI: 10.48597/fsmg-fg4f
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Rocky Mountain NP

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Rocky Mountain NP
DOI: 10.48597/fv3y-m22d
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Glacier National Park-Fire Weather Station (MT05)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Glacier National Park-Fire Weather Station (MT05)
DOI: 10.48597/fwcm-em29
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Cape Romain National Wildlife Refuge

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Cape Romain National Wildlife Refuge
DOI: 10.48597/gadb-h84m
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Big Bend National Park-K-Bar (TX04)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Big Bend National Park-K-Bar (TX04)
DOI: 10.48597/ggwm-a2bz
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at M.K. Goddard

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at M.K. Goddard
DOI: 10.48597/gh5d-cwjj
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at New York City

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at New York City
DOI: 10.48597/ghfg-qbah
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Zirkel Wilderness

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mount Zirkel Wilderness
DOI: 10.48597/h6tr-3aav
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Puget Sound

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Puget Sound
DOI: 10.48597/hent-y46v
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mingo

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Mingo
DOI: 10.48597/ht8m-gntu
title: Measurement of Heavy metals and inorganics in air and particle phase at Rocky Mountain NP

description: Measurement of Heavy metals and inorganics in air and particle phase at Rocky Mountain NP
DOI: 10.48597/jay3-bnjz
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Medicine Lake

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Medicine Lake
DOI: 10.48597/jcmq-5dpx
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bryce Canyon National Park-Repeater Hill (UT99)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Bryce Canyon National Park-Repeater Hill (UT99)
DOI: 10.48597/jpyv-u9hw
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Puget Sound

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Puget Sound
DOI: 10.48597/kjmh-th2d
title: Measurement of Heavy metals and inorganics in air and particle phase at Mingo

description: Measurement of Heavy metals and inorganics in air and particle phase at Mingo
DOI: 10.48597/me2u-egrn
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Big Bend National Park-K-Bar (TX04)

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Big Bend National Park-K-Bar (TX04)
DOI: 10.48597/mgfq-bcse
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at North Cascades

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at North Cascades
DOI: 10.48597/n63k-wu65
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Old Town

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Old Town
DOI: 10.48597/n67u-fdjm
title: Measurement of Heavy metals and inorganics in air and particle phase at Proctor Maple R. F.

description: Measurement of Heavy metals and inorganics in air and particle phase at Proctor Maple R. F.