cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14457/cu.the.2006.1228
title: การแยกเม็ดพลาสติกผสม ระหว่างโพลิโพรไพลินโพลิเอทิลีนชนิดความหนาแน่นสูง และโพลิเอทิลีนชนิดความหนาแน่นต่ำ โดยเทคนิคการลอยแยก /
DOI: 10.14457/cu.the.2006.1229
title: การศึกษาเพื่อหาระดับของเซลล์ต้นกำเนิด การสร้างหลอดเลือดจากเส้นเลือดแดงโคโรนารี ในคนไข้กล้ามเนื้อหัวใจขาดเลือด /
DOI: 10.14457/cu.the.2006.1230
title: การออกแบบและพัฒนาเครื่องมือ จำลองอัลกอริทึมการคำนวณแบบเชื่อมตรง /
DOI: 10.17632/fkkwx6b2j9.3
title: Data for: De novo transcriptome assembly of loggerhead sea turtle nesting of the Colombian Caribean

description: Transcriptomics are the all set of transcripts in a turtle specimen or transcripts present in a particular cell type of this species. The transcriptome change aboout external environmental conditions. Transcriptome includes all mRNA transcripts in the cell and reflects the genes that are being expressed at any given time, with the exception of mRNA degradation phenomena such as transcriptional attenuation.
DOI: 10.21985/n2kd32
title: A Light-Responsive Organic Flashing Electron Ratchet - datasets
DOI: 10.5287/bodleian:qrgg1nyjg
title: Temperature-dependent fine structure splitting in InGaN quantum dots: Dataset
DOI: 10.14455/deqp.res.2015.1
title: การศึกษาพัฒนาแนวทางการจัดการความเสี่ยงจากสารเคมีกำจัดศัตรูพืช กลุ่มออร์กาโนฟอสเฟตในพื้นที่ภาคเหนือตอนบนด้วยกระบวนการวิจัยแบบมีส่วนร่วม ปีที่ 1: จังหวัดเชียงรายและจังหวัดน่าน
DOI: 10.14457/cu.res.2015.6
title: โครงการผลกระทบจากการประกาศใช้มาตรการตอบโต้การทุ่มตลาด (AD) มาตรการตอบโต้การอุดหนุน (CVD) มาตรการปกป้องจากการนำเข้าสินค้าาที่เพิ่มขึ้น (SG) กับเหล็กแผ่นรีดร้อนและเหล็กรูปพรรณรีดร้อน ต่ออุตสาหกรรมต่อเรือ ซ่อมเรือและก่อสร้างงานเหล็กภายในประเทศ
DOI: 10.14455/vec.res.2014.1
title: กลยุทธ์การพัฒนานวัตกรรมสิ่งประดิษฐ์อาชีวศึกษาสู่ผลิตภัณฑ์เชิงพาณิชย์
DOI: 10.5281/zenodo.823036
title: Hhds - Spanish Hiphop Dataset For Music Source Separation

description: <strong>What is HHDS?</strong>

HHDS is a reduced compilation of Hip Hop songs, used to train a Convolutional Neural Network (CNN) for audio source separation in [1], built on top of the DeepConvSep framework [2] developed at the Music Technology Group (MTG), Universitat Pompeu Fabra.

The structure of HHDS follows the convention of DSD100 [3] (Demixing Secrets Dataset). HHDS contains the separated tracks for the categories of bass, drums, vocals and others in monophonic WAV les with a sampling rate of 44100Hz. The mixture is calculated by normalizing the sum of the tracks. The main difference with respect to DSD100 is that in HHDS there are HipHop songs only, instead of many different genres. The total number of songs is 18, from which 13 are used for training and 5 are used for evaluation.

A detailed list of the songs included in the dataset can be found inside the .zip file provided. The reader can also find the code for this dataset in the DeepConvSep repository in the path  examples/hiphopss.

 

<strong>References</strong>

[1] "A Deep Learning Approach to Source Separation and Remixing of HipHop music", Héctor Martel, Undergraduate Thesis, Universitat Pompeu Fabra 2016-2017. 

[2] DeepConvSep repository on GitHub: https://github.com/MTG/DeepConvSep

[3] Demixing Secrets Dataset (DSD100), SiSEC2016: http://liutkus.net/DSD100.zip
DOI: 10.5281/zenodo.823037
title: Hhds - Spanish Hiphop Dataset For Music Source Separation

description: <strong>What is HHDS?</strong>

HHDS is a reduced compilation of Hip Hop songs, used to train a Convolutional Neural Network (CNN) for audio source separation in [1], built on top of the DeepConvSep framework [2] developed at the Music Technology Group (MTG), Universitat Pompeu Fabra.

The structure of HHDS follows the convention of DSD100 [3] (Demixing Secrets Dataset). HHDS contains the separated tracks for the categories of bass, drums, vocals and others in monophonic WAV les with a sampling rate of 44100Hz. The mixture is calculated by normalizing the sum of the tracks. The main difference with respect to DSD100 is that in HHDS there are HipHop songs only, instead of many different genres. The total number of songs is 18, from which 13 are used for training and 5 are used for evaluation.

A detailed list of the songs included in the dataset can be found inside the .zip file provided. The reader can also find the code for this dataset in the DeepConvSep repository in the path  examples/hiphopss.

 

<strong>References</strong>

[1] "A Deep Learning Approach to Source Separation and Remixing of HipHop music", Héctor Martel, Undergraduate Thesis, Universitat Pompeu Fabra 2016-2017. 

[2] DeepConvSep repository on GitHub: https://github.com/MTG/DeepConvSep

[3] Demixing Secrets Dataset (DSD100), SiSEC2016: http://liutkus.net/DSD100.zip
DOI: 10.14455/vec.res.2013.1
title: ปัจจัยด้านสภาพแวดล้อมในการทำงานและปัจจัยส่วนบุคคลที่ส่งผลต่อการมีส่วนร่วมในการประกันคุณภาพการศึกษาของบุคลากรในสถานศึกษา  สังกัดสำนักงานคณะกรรมการการอาชีวศึกษา จังหวัดอุดรธานี
DOI: 10.5281/zenodo.823694
title: Composite Embedding Systems Based On Dnn-Hmm And Attention End-To-End For Zerospeech2017 Track1 (2)

description: Deep neural networks (DNNs) were trained for posterior and bottleneck features using Japanese and other language speech data. We explore various DNN types, their combinations, and dimension reduction by principal component analysis (PCA).

This version (version 2 ) concatenates  CSJ feature vector and PCA compressed feature vector made from attention end-to-end feature.

X:CSJ feature (60 dim bottleneck, (version 1 feature))

S:Attention end-to-end feature (320 dim)

T:PCA(S) (60 dim)

Z=concat(X,T)
DOI: 10.5281/zenodo.823695
title: Composite Embedding Systems Based On Dnn-Hmm And Attention End-To-End For Zerospeech2017 Track1 (2)

description: Deep neural networks (DNNs) were trained for posterior and bottleneck features using Japanese and other language speech data. We explore various DNN types, their combinations, and dimension reduction by principal component analysis (PCA).

This version (version 2 ) concatenates  CSJ feature vector and PCA compressed feature vector made from attention end-to-end feature.

X:CSJ feature (60 dim bottleneck, (version 1 feature))

S:Attention end-to-end feature (320 dim)

T:PCA(S) (60 dim)

Z=concat(X,T)
DOI: 10.14455/vec.res.2015.4
title: การเลี้ยงไรน้ำนางฟ้าไทยด้วยสารละลายน้้านมดิบ
DOI: 10.14455/vec.res.2015.5
title: การออกแบบสร้างหุ่นยนต์กู้ภัยด้วยระบบควบคุมแบบโครงข่ายประสาทเทียม
DOI: 10.14455/vec.res.2015.6
title: การพัฒนาขีดความสามารถของครูผู้สอนสาขางานเชื่อมโลหะ และช่างประจำศูนย์ซ่อมสร้างเพื่อชุมชน สำนักงานคณะกรรมการการอาชีวศึกษา
DOI: 10.14455/vec.res.2015.7
title: กลยุทธ์การบริหารเงินงบประมาณด้วย ANUSIT Model
DOI: 10.5281/zenodo.345670
title: Environmentally Driven Extinction And Opportunistic Origination Explain Fern Diversification Patterns

description: Datasets supporting "Contrasting drivers of originations and extinctions explain fern diversification patterns".
DOI: 10.5281/zenodo.601431
title: Environmentally Driven Extinction And Opportunistic Origination Explain Fern Diversification Patterns

description: Datasets supporting "Contrasting drivers of originations and extinctions explain fern diversification patterns".
DOI: 10.5281/zenodo.823728
title: X-Ray Spectrum Of A Warped Disk Model

description: In Buchner et al. (in prep) a warped disk geometry is studied as an X-ray obscurer of AGN. We irradiate it with a isotropic powerlaw.

The model has one geometry parameter, the extent of the warp.<br>
Further parameters are:<br>
3) Photon index and energy cut-off of the corona<br>
4) Column density in the line of sight (up to 10^26)<br>
5) Viewing angle.

We release XSPEC table spectra.
DOI: 10.5281/zenodo.823729
title: X-Ray Spectrum Of A Warped Disk Model

description: In Buchner et al. (in prep) a warped disk geometry is studied as an X-ray obscurer of AGN. We irradiate it with a isotropic powerlaw.

The model has one geometry parameter, the extent of the warp.<br>
Further parameters are:<br>
3) Photon index and energy cut-off of the corona<br>
4) Column density in the line of sight (up to 10^26)<br>
5) Viewing angle.

We release XSPEC table spectra.
DOI: 10.5281/zenodo.582656
title: Haptic Aftereffect Of Softness

description: Past sensory experience can influence present perception. We studied the effect of adaptation in haptic softness perception. Participants compared two silicon rubber stimuli, a reference and a comparison stimulus, by indenting them simultaneously with the index fingers of their two hands and decided which one felt softer. In adaptation conditions the index finger that explored the  reference stimulus had previously been adapted to another rubber stimulus. The adaptation stimulus was indented 5 times with a force of &gt;15N, thus the two in-dex fingers had a different sensory past. In baseline conditions there was no previous adaptation. We measured the Points of Subjective Equality (PSEs) of one reference stimulus to a set of comparison stimuli. We used four different adaptation stimuli, one was harder, two were softer and one had approximately the same compliance as compared to the reference stimulus. PSEs shifted as a function of the compliance of the adaptation stimulus: the reference was per-ceived to be softer when the finger had been adapted to a harder stimulus and it was perceived to be harder after adaptation to a softer stimulus. We conclude that recent sensory experience causes a shift of haptically perceived softness away from the softness of the adaptation stimulus. The finding that perceived softness is susceptible to adaptation suggests that there might be neural chan-nels tuned to different softness values and softness is an independent primary perceptual quality.

Metzger, A., & Drewing, K. (2016). Haptic Aftereffect of Softness. In F. Bello, H. Kajimoto & Y. Visell (Eds.), Haptics: Perception, Devices, Control, and Applications: 10th International Conference, EuroHaptics 2016, London, UK, July 4-7, 2016, Proceedings, Part I (pp. 23-32). Berlin Heidelberg: Springer.

 

The Zip file contains all data relative to the publication. The data of each participant is contained in a separate folder. This folder contains a *.raw file for each session of the experiment and a "data" folder, which contains movement trajectories (*.trj files) and the staircase reversals for each condition (*.pse files) in separate folders for each session.

A description of the variables is contained in the file VARIABLE_CODES.txt
DOI: 10.5281/zenodo.603080
title: Haptic Aftereffect Of Softness

description: Past sensory experience can influence present perception. We studied the effect of adaptation in haptic softness perception. Participants compared two silicon rubber stimuli, a reference and a comparison stimulus, by indenting them simultaneously with the index fingers of their two hands and decided which one felt softer. In adaptation conditions the index finger that explored the  reference stimulus had previously been adapted to another rubber stimulus. The adaptation stimulus was indented 5 times with a force of &gt;15N, thus the two in-dex fingers had a different sensory past. In baseline conditions there was no previous adaptation. We measured the Points of Subjective Equality (PSEs) of one reference stimulus to a set of comparison stimuli. We used four different adaptation stimuli, one was harder, two were softer and one had approximately the same compliance as compared to the reference stimulus. PSEs shifted as a function of the compliance of the adaptation stimulus: the reference was per-ceived to be softer when the finger had been adapted to a harder stimulus and it was perceived to be harder after adaptation to a softer stimulus. We conclude that recent sensory experience causes a shift of haptically perceived softness away from the softness of the adaptation stimulus. The finding that perceived softness is susceptible to adaptation suggests that there might be neural chan-nels tuned to different softness values and softness is an independent primary perceptual quality.

Metzger, A., & Drewing, K. (2016). Haptic Aftereffect of Softness. In F. Bello, H. Kajimoto & Y. Visell (Eds.), Haptics: Perception, Devices, Control, and Applications: 10th International Conference, EuroHaptics 2016, London, UK, July 4-7, 2016, Proceedings, Part I (pp. 23-32). Berlin Heidelberg: Springer.

 

The Zip file contains all data relative to the publication. The data of each participant is contained in a separate folder. This folder contains a *.raw file for each session of the experiment and a "data" folder, which contains movement trajectories (*.trj files) and the staircase reversals for each condition (*.pse files) in separate folders for each session.

A description of the variables is contained in the file VARIABLE_CODES.txt
DOI: 10.5523/bris.2luw7dg6n57uk2rad5ot4k79w4
title: Transient vibrational spectroscopy of thiouracils
title: Ultrafast Spectroscopy of 2TU and 4TU

description: Transient vibrational spectroscopy of solutions of 2-thiouracil and 4-thiouracil. 
Experimental data are associated with the ERC Advanced Grant project CAPRI (PI Prof A.J. Orr-Ewing).
DOI: 10.5281/zenodo.582657
title: The Longer The First Stimulus Is Explored In Softness Discrimination The Longer It Can Be Compared To The Second One

description: In haptic perception information is often sampled serially over a certain interval of time. For example, a stimulus is repeatedly indented to repeatedly estimate its softness. Albeit such redundant estimates are equally reliable, they seem to contribute differently to the overall haptic percept in a comparison task. When comparing the softness of two silicon rubber stimuli, the within-stimulus weights of estimates of the second stimulus' softness decrease during the exploration. Here we test the hypothesis that such decrease of weights depends on the representation strength of the first stimulus’ softness. We varied the length of the first stimulus’ exploration. Participants subsequently explored two silicon rubber stimuli by indenting the first stimulus (comparison) 1 or 5 times and the second stimulus (standard) always 3 times. We assessed the weights of indentation-specific estimates from the second stimulus by manipulating perceived softness during single indentations. Our results show that the longer the first stimulus is explored<br>
the more estimates of the second stimulus' softness can be included in the comparison of the two stimuli. This suggests that the exploration length of the first stimulus determines the strength of its representation which influences the decrease of weights of indentation-specific estimates of the second stimulus.

 

The Zip file contains all data relative to the publication. The data of each participant is contained in a separate folder. This folder contains a *.raw file for each session of the experiment and a "data" folder, which contains movement trajectories (*.trj files) and the staircase reversals for each condition (*.pse files) in separate folders for each session.

A description of the variables is contained in the file VARIABLE_CODES.txt
DOI: 10.5281/zenodo.599087
title: The Longer The First Stimulus Is Explored In Softness Discrimination The Longer It Can Be Compared To The Second One

description: In haptic perception information is often sampled serially over a certain interval of time. For example, a stimulus is repeatedly indented to repeatedly estimate its softness. Albeit such redundant estimates are equally reliable, they seem to contribute differently to the overall haptic percept in a comparison task. When comparing the softness of two silicon rubber stimuli, the within-stimulus weights of estimates of the second stimulus' softness decrease during the exploration. Here we test the hypothesis that such decrease of weights depends on the representation strength of the first stimulus’ softness. We varied the length of the first stimulus’ exploration. Participants subsequently explored two silicon rubber stimuli by indenting the first stimulus (comparison) 1 or 5 times and the second stimulus (standard) always 3 times. We assessed the weights of indentation-specific estimates from the second stimulus by manipulating perceived softness during single indentations. Our results show that the longer the first stimulus is explored<br>
the more estimates of the second stimulus' softness can be included in the comparison of the two stimuli. This suggests that the exploration length of the first stimulus determines the strength of its representation which influences the decrease of weights of indentation-specific estimates of the second stimulus.

 

The Zip file contains all data relative to the publication. The data of each participant is contained in a separate folder. This folder contains a *.raw file for each session of the experiment and a "data" folder, which contains movement trajectories (*.trj files) and the staircase reversals for each condition (*.pse files) in separate folders for each session.

A description of the variables is contained in the file VARIABLE_CODES.txt
DOI: 10.5281/zenodo.823687
title: Deep Learning Methods For Unsupervised Acoustic Modeling Using Gmm Posteriograms  (System #1)

description: System combination of autoencoder and GMM-DNN features.
DOI: 10.14457/sdu.res.2016.22
title: การพัฒนาความสามารถทางการอ่านภาษาอังกฤษในการเรียนวิชาการอ่านภาษาอังกฤษทั่วไป โดยใช้วิธีสอนแบบบูรณาการของเมอร์ด็อค (MIA) ของนักศึกษาชั้นปีที่ 1 มหาวิทยาลัยสวนดุสิต
DOI: 10.4225/09/595f00367d2cf
title: HaSNPV-AC53 Genotyping and Abundance Datasets
DOI: 10.5281/zenodo.823575
title: Deep Learning Methods For Unsupervised Acoustic Modeling Using Hmm Posteriograms  (System #2)

description: System combination of HMM-DNN with auto encoder features
DOI: 10.5281/zenodo.823576
title: Deep Learning Methods For Unsupervised Acoustic Modeling Using Hmm Posteriograms  (System #2)

description: System combination of HMM-DNN with auto encoder features
DOI: 10.14457/su.res.2016.31
title: แผนแบบของมิดซูโนในการสุ่มตัวอย่างกลุ่มแบบดัดแปลงสำหรับประชากรหายาก
DOI: 10.14457/ubu.res.2016.9
title: การพัฒนานาโนคอมพอสิทเจลอิเล็กโตรไลต์ชนิดใหม่โดยใช้พอลิเมอร์ผสม PEO/PVDF-HFP เป็นเมทริกซ์เพื่อการประยุกต์ใช้ในเซลล์แสงอาทิตย์ชนิดสีย้อมไวแสง
DOI: 10.14457/ubu.res.2014.11
title: การตรวจหาเมตาเซอร์คาเรียของพยาธิใบไม้ในปลาน้ำจืด จากอำเภอวารินชำราบ จังหวัดอุบลราชธานี
DOI: 10.5281/zenodo.823545
title: Unsupervised Acoustic Modeling Using Autoencoder-Dnn With Hmm Posteriograms  (System #3)

description: DNN trained with Autoencoder features with HMM posteriograms.
DOI: 10.5281/zenodo.823546
title: Unsupervised Acoustic Modeling Using Autoencoder-Dnn With Hmm Posteriograms  (System #3)

description: DNN trained with Autoencoder features with HMM posteriograms.
DOI: 10.5281/zenodo.582674
title: Unified Clumpy Agn Torus Model And X-Ray Spectrum

description: In Buchner et al. (in prep) develop a geometry for the X-ray obscurer of AGN. Its cloud population is consistent with existing CLUMPY (Nenkova+02) models. However, we find that a inner torus ring component is required.

Our model has two geometry parameter:<br>
1) The opening of the torus, or the vertical extent of the clouds (sigma)<br>
2) The covering of the inner Compton-thick wall.<br>
Further parameters are:<br>
3) Photon index and energy cut-off of the corona<br>
4) Column density in the line of sight (up to 10^26)<br>
5) Viewing angle.

We release XSPEC table spectra.
DOI: 10.5281/zenodo.602282
title: Unified Clumpy AGN Torus Model and X-ray spectrum

description: In Buchner et al. (in prep) we develop a geometry for the X-ray obscurer of AGN. Its cloud population is consistent with existing CLUMPY (Nenkova+02) infrared models. However, we find that a inner torus ring component is required to fit local Compton-thick AGN.

More information at https://github.com/JohannesBuchner/xars/blob/master/doc/uxclumpy.rst

Our model has two geometry parameter:<br>
1) The opening of the torus, or the vertical extent of the clouds (sigma)<br>
2) The covering of the inner Compton-thick wall.<br>
Further parameters are:<br>
3) Photon index and energy cut-off of the corona<br>
4) Column density in the line of sight (up to 10^26)<br>
5) Viewing angle.

We release XSPEC table spectra here.
DOI: 10.6073/pasta/4da125d0990cfc3ce3c26695206df455
title: North Temperate Lakes LTER: Chlorophyll - Trout Lake Area 1981 - current
DOI: 10.14457/sut.res.2015.76
title: การผลิตตัวอ่อนกระบือปลักในหลอดทดลองจากไข่ที่เจาะเก็บด้วยอัลตร้าซาวด์และไข่จากรังไข่ที่ได้จากโรงฆ่าสัตว์และการแช่แข็งตัวอ่อนระยะ บลาสโตซีสโดยวิธี vitrification แบบ Cryotop และ Microdrop
DOI: 10.14457/sut.res.2015.77
title: การเพิ่มประสิทธิภาพในการทำโคลนนิ่งโคด้วยการใช้สารเคมีที่ยับยั้งการดึงหมู่ อะเซทิลบนโปรตีนฮีสโตนออก
DOI: 10.14458/nbu.the.2016.1
title: การพัฒนารูปแบบการบริหารจัดการด้านสารสนเทศทีสอดคล้องกับบริบทในโรงเรียน ระดับมัธยมศึกษา
DOI: 10.14458/nbu.the.2016.2
title: รูปแบบการบริหารจัดการด้านการบริการวิชาชีพสำหรับสถานศึกษาอาชีวศึกษาเอกชน
DOI: 10.14458/nbu.the.2016.3
title: รูปแบบการบริหารจัดการระบบดูแลช่วยเหลือนักเรียนของกลุ่มโรงเรียนตามพระราชประสงค์ ในพระบาทสมเด็จพระเจ้าอยู่หัว
DOI: 10.5281/zenodo.582664
title: Integration Of Serial Sensory Information In Haptic Perception Of Softness

description: Redundant estimates of an environmental property derived simultaneously from different senses or cues are typically integrated  according to the Maximum Likelihood Estimation model (MLE): Sensory estimates are weighted according to their reliabilities,  maximizing the percept"s reliability. Mechanisms underlying the integration of sequentially derived estimates from one sense are less clear. Here we investigate the integration of seriallysampled redundant information in softness perception. We developed a  method to manipulate haptically perceived softness of silicone rubber stimuli during bare finger exploration. We then manipulated softness estimates derived from single movement segments (indentations) in a multi-segmented exploration to assess their  contributions to the overall percept. Participants explored two stimuli in sequence, using 2-5 indentations and reported which stimulus felt softer. Estimates of the first stimulus' softness contributed to the judgments similarly, whereas for the second stimulus  estimates from later as compared to earlier indentations contributed less. In line with unequal weighting, the percept"s reliability  increased with increasing exploration length less than predicted by the MLE model. This pattern of results is well explained by  assuming that the representation of the first stimulus fades when the second stimulus is explored, which fits with a   neurophysiological model of perceptual decisions (Deco et al., 2010).

 

There are zip files for every experiment (1 & 2a-d), which contain all data relative to the publication. The data of each participant is contained in a separate folder. This folder contains a *.raw file for each session of the experiment and a "data" folder, which contains movement trajectories (*.trj files) and the staircase reversals for each condition (*.pse files) in separate folders for each session. In every experiment folder there is a list of trials which were excluded from the analyses.

Variables of Experiment 1 are described in the file VARIABLE_CODES_EXP1.txt and the variables of Experiment 2a-d are described in the file VARIABLE_CODES_EXP2.txt.
DOI: 10.14457/sut.res.2016.14
title: การศึกษาความสัมพันธ์ทางนิเวศวิทยาระหว่างงูเขียวหางไหม้ท้องเหลืองและงูเขียวหางไหม้ตาโต ในสถานีวิจัยสิ่งแวดล้อมสะแกราช นครราชสีมา
DOI: 10.14457/tu.res.2016.4
title: การนำนโยบายสู่การปฏิบัติ: กรณีศึกษาแผนพัฒนาเศรษฐกิจและสังคมแห่งชาติฉบับที่ 11 ของไทยและนโยบายการพัฒนาเศรษฐกิจและสังคมของเกาหลีใต้