cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13140/rg.2.2.26687.62883
title: leech ditch late February
DOI: 10.5517/cc111kd1
title: CCDC 954812: Experimental Crystal Structure Determination

description: Related Article: Jian-Jun Dai ,  Chi Fang ,  Bin Xiao ,  Jun Yi ,  Jun Xu ,  Zhao-Jing Liu ,  Xi Lu ,  Lei Liu ,  and Yao Fu|2013|J.Am.Chem.Soc.|135|8436|doi:10.1021/ja404217t
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc109d6x
title: CCDC 932548: Experimental Crystal Structure Determination

description: Related Article: Stefan Diethelm and Erick M. Carreira|2015|J.Am.Chem.Soc.|137|6084|doi:10.1021/jacs.5b02574
description: Related Article: Stefan Diethelm and Erick M. Carreira|2013|J.Am.Chem.Soc.|135|8500|doi:10.1021/ja403823n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc111kf2
title: CCDC 954813: Experimental Crystal Structure Determination

description: Related Article: Jian-Jun Dai ,  Chi Fang ,  Bin Xiao ,  Jun Yi ,  Jun Xu ,  Zhao-Jing Liu ,  Xi Lu ,  Lei Liu ,  and Yao Fu|2013|J.Am.Chem.Soc.|135|8436|doi:10.1021/ja404217t
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc109d7y
title: CCDC 932549: Experimental Crystal Structure Determination

description: Related Article: Stefan Diethelm and Erick M. Carreira|2015|J.Am.Chem.Soc.|137|6084|doi:10.1021/jacs.5b02574
description: Related Article: Stefan Diethelm and Erick M. Carreira|2013|J.Am.Chem.Soc.|135|8500|doi:10.1021/ja403823n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.23935.11688
title: 2009- Zorn etal- RR2091 Appendix B- Size, low-flow yield, and July temperatures for 700+ sites on Michigan streams Apr2010 update
DOI: 10.5517/cc110qj9
title: CCDC 954010: Experimental Crystal Structure Determination

description: Related Article: Juan José Cid Martín, John Mohanraj, Meera Mohankumar, Michel Holler, Filippo Monti, Gianluca Accorsi, Lydia Brelot, Iwona Nierengarten, Joanna Malicka, Massimo Cocchi, Beatrice Delavaux-Nicot, Nicola Armaroli, J Nierengarten|2014|Polyhedron|82|158|doi:10.1016/j.poly.2014.06.009
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc111kh4
title: CCDC 954815: Experimental Crystal Structure Determination

description: Related Article: Nicholas A. White ,  Daniel A. DiRocco ,  and Tomislav Rovis|2013|J.Am.Chem.Soc.|135|8504|doi:10.1021/ja403847e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110qkb
title: CCDC 954011: Experimental Crystal Structure Determination

description: Related Article: Juan José Cid Martín, John Mohanraj, Meera Mohankumar, Michel Holler, Filippo Monti, Gianluca Accorsi, Lydia Brelot, Iwona Nierengarten, Joanna Malicka, Massimo Cocchi, Beatrice Delavaux-Nicot, Nicola Armaroli, J Nierengarten|2014|Polyhedron|82|158|doi:10.1016/j.poly.2014.06.009
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110qlc
title: CCDC 954012: Experimental Crystal Structure Determination

description: Related Article: Juan José Cid Martín, John Mohanraj, Meera Mohankumar, Michel Holler, Filippo Monti, Gianluca Accorsi, Lydia Brelot, Iwona Nierengarten, Joanna Malicka, Massimo Cocchi, Beatrice Delavaux-Nicot, Nicola Armaroli, J Nierengarten|2014|Polyhedron|82|158|doi:10.1016/j.poly.2014.06.009
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110qmd
title: CCDC 954013: Experimental Crystal Structure Determination

description: Related Article: Juan José Cid Martín, John Mohanraj, Meera Mohankumar, Michel Holler, Filippo Monti, Gianluca Accorsi, Lydia Brelot, Iwona Nierengarten, Joanna Malicka, Massimo Cocchi, Beatrice Delavaux-Nicot, Nicola Armaroli, J Nierengarten|2014|Polyhedron|82|158|doi:10.1016/j.poly.2014.06.009
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10kt3h
title: CCDC 940636: Experimental Crystal Structure Determination

description: Related Article: Hai-Ning Wang, Fu-Hong Liu, Yan-Fei Zhu, Xin-Long Wang, Zhi-Hui Chen, Zhong-Min Su|2013|CrystEngComm|15|7402|doi:10.1039/C3CE41044G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110qnf
title: CCDC 954014: Experimental Crystal Structure Determination

description: Related Article: Benjamin R. M. Lake, Charlotte E. Willans|2013|Chem.-Eur.J.|19|16780|doi:10.1002/chem.201301896
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110r82
title: CCDC 954033: Experimental Crystal Structure Determination

description: Related Article: L. Byrne, T. Marcelli, T. Boddaert, R. Adams, G. A. Morris, J. Clayden|2014|Angew.Chem.,Int.Ed.|53|151|doi:10.1002/anie.201308264
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cczw8tx
title: CCDC 919950: Experimental Crystal Structure Determination

description: Related Article: Jeremy M. John ,  Satoshi Takebayashi ,  Nupur Dabral ,  Mark Miskolzie ,  and Steven H. Bergens|2013|J.Am.Chem.Soc.|135|8578|doi:10.1021/ja401294q
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110rqj
title: CCDC 954047: Experimental Crystal Structure Determination

description: Related Article: Joseph W. Nugent, Hyunjung Lee, Hee-Seung Lee, Joseph H. Reibenspies, Robert D. Hancock|2013|Chem.Commun.|49|9749|doi:10.1039/C3CC45829F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110rrk
title: CCDC 954048: Experimental Crystal Structure Determination

description: Related Article: Joseph W. Nugent, Hyunjung Lee, Hee-Seung Lee, Joseph H. Reibenspies, Robert D. Hancock|2013|Chem.Commun.|49|9749|doi:10.1039/C3CC45829F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110s61
title: CCDC 954062: Experimental Crystal Structure Determination

description: Related Article: Florian Schlütter, Tomohiko Nishiuchi, Volker Enkelmann, Klaus Müllen|2014|Angew.Chem.,Int.Ed.|53|1538|doi:10.1002/anie.201309324
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110s72
title: CCDC 954063: Experimental Crystal Structure Determination

description: Related Article: Florian Schlütter, Tomohiko Nishiuchi, Volker Enkelmann, Klaus Müllen|2014|Angew.Chem.,Int.Ed.|53|1538|doi:10.1002/anie.201309324
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110s83
title: CCDC 954064: Experimental Crystal Structure Determination

description: Related Article: Florian Schlütter, Tomohiko Nishiuchi, Volker Enkelmann, Klaus Müllen|2014|Angew.Chem.,Int.Ed.|53|1538|doi:10.1002/anie.201309324
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110s94
title: CCDC 954065: Experimental Crystal Structure Determination

description: Related Article: Florian Schlütter, Tomohiko Nishiuchi, Volker Enkelmann, Klaus Müllen|2014|Angew.Chem.,Int.Ed.|53|1538|doi:10.1002/anie.201309324
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110s50
title: CCDC 954061: Experimental Crystal Structure Determination

description: Related Article: Phillip A. Inglesby, John Bacsa, Daniela E. Negru, P. Andrew Evans|2014|Angew.Chem.,Int.Ed.|53|3952|doi:10.1002/anie.201310232
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc110sc6
title: CCDC 954067: Experimental Crystal Structure Determination

description: Related Article: Francesca Velluti, Natalia Mosconi, Ana Acevedo, Graciela Borthagaray, Jorge Castiglioni, Ricardo Faccio, Davi Fernando Back, Guillermo Moyna, Marcela Rizzotto, María H. Torre|2014|J.Inorg.Biochem.|141|58|doi:10.1016/j.jinorgbio.2014.08.007
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc111kn9
title: CCDC 954820: Experimental Crystal Structure Determination

description: Related Article: Guoqi Zhang ,  Kalyan V. Vasudevan ,  Brian L. Scott ,  and Susan K. Hanson|2013|J.Am.Chem.Soc.|135|8668|doi:10.1021/ja402679a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc111kpb
title: CCDC 954821: Experimental Crystal Structure Determination

description: Related Article: Guoqi Zhang ,  Kalyan V. Vasudevan ,  Brian L. Scott ,  and Susan K. Hanson|2013|J.Am.Chem.Soc.|135|8668|doi:10.1021/ja402679a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc111kqc
title: CCDC 954822: Experimental Crystal Structure Determination

description: Related Article: Guoqi Zhang ,  Kalyan V. Vasudevan ,  Brian L. Scott ,  and Susan K. Hanson|2013|J.Am.Chem.Soc.|135|8668|doi:10.1021/ja402679a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.30415624
title: Federated Reinforcement Learning–Driven Multi-Task Optimization for Robust and Ethical Edge Internet of Things Security

description: The NSL-KDD dataset is employed as the benchmark for evaluating the proposed framework. It is a refined version of the original KDD'99 dataset, widely recognized in the network intrusion detection community. NSL-KDD eliminates redundant and duplicate records, providing a more balanced and realistic evaluation environment. The dataset comprises 125,973 training instances and 22,544 test instances, each characterized by 41 features across three categories: basic connection features (e.g., protocol type, service, connection status), content-based features (e.g., number of failed logins, root access), and traffic statistics within time windows (e.g., count of connections, rate of same-host/service connections).The instances are labeled into four primary attack types: DoS (Denial of Service), Probe, R2L (Remote to Local), and U2R (User to Root). Among them, U2R and R2L are low-frequency yet high-risk attack types, accounting for only 0.04% and 0.99% of the test set, respectively, posing significant challenges for detection models. The dataset exhibits non-IID (non-independent and identically distributed) characteristics, making it suitable for simulating realistic federated learning scenarios with data heterogeneity across edge nodes. All categorical features are encoded using one-hot representation, and numerical features are standardized, resulting in a 122-dimensional input vector for model training and evaluation.
DOI: 10.6084/m9.figshare.30415624.v1
title: Federated Reinforcement Learning–Driven Multi-Task Optimization for Robust and Ethical Edge Internet of Things Security

description: The NSL-KDD dataset is employed as the benchmark for evaluating the proposed framework. It is a refined version of the original KDD'99 dataset, widely recognized in the network intrusion detection community. NSL-KDD eliminates redundant and duplicate records, providing a more balanced and realistic evaluation environment. The dataset comprises 125,973 training instances and 22,544 test instances, each characterized by 41 features across three categories: basic connection features (e.g., protocol type, service, connection status), content-based features (e.g., number of failed logins, root access), and traffic statistics within time windows (e.g., count of connections, rate of same-host/service connections).The instances are labeled into four primary attack types: DoS (Denial of Service), Probe, R2L (Remote to Local), and U2R (User to Root). Among them, U2R and R2L are low-frequency yet high-risk attack types, accounting for only 0.04% and 0.99% of the test set, respectively, posing significant challenges for detection models. The dataset exhibits non-IID (non-independent and identically distributed) characteristics, making it suitable for simulating realistic federated learning scenarios with data heterogeneity across edge nodes. All categorical features are encoded using one-hot representation, and numerical features are standardized, resulting in a 122-dimensional input vector for model training and evaluation.
DOI: 10.5517/cc111krd
title: CCDC 954823: Experimental Crystal Structure Determination

description: Related Article: Guoqi Zhang ,  Kalyan V. Vasudevan ,  Brian L. Scott ,  and Susan K. Hanson|2013|J.Am.Chem.Soc.|135|8668|doi:10.1021/ja402679a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc111ksf
title: CCDC 954824: Experimental Crystal Structure Determination

description: Related Article: Guoqi Zhang ,  Kalyan V. Vasudevan ,  Brian L. Scott ,  and Susan K. Hanson|2013|J.Am.Chem.Soc.|135|8668|doi:10.1021/ja402679a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10966q
title: CCDC 932362: Experimental Crystal Structure Determination

description: Related Article: Jürgen Bauer ,  Holger Braunschweig ,  Alexander Damme ,  Jose Oscar Carlos ,  Jimenez-Halla,  Thomas Kramer ,  Krzysztof Radacki ,  Rong Shang ,  Eva Siedler ,  and Qing Ye|2013|J.Am.Chem.Soc.|135|8726|doi:10.1021/ja403389w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10967r
title: CCDC 932363: Experimental Crystal Structure Determination

description: Related Article: Jürgen Bauer ,  Holger Braunschweig ,  Alexander Damme ,  Jose Oscar Carlos ,  Jimenez-Halla,  Thomas Kramer ,  Krzysztof Radacki ,  Rong Shang ,  Eva Siedler ,  and Qing Ye|2013|J.Am.Chem.Soc.|135|8726|doi:10.1021/ja403389w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10968s
title: CCDC 932364: Experimental Crystal Structure Determination

description: Related Article: Jürgen Bauer ,  Holger Braunschweig ,  Alexander Damme ,  Jose Oscar Carlos ,  Jimenez-Halla,  Thomas Kramer ,  Krzysztof Radacki ,  Rong Shang ,  Eva Siedler ,  and Qing Ye|2013|J.Am.Chem.Soc.|135|8726|doi:10.1021/ja403389w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10969t
title: CCDC 932365: Experimental Crystal Structure Determination

description: Related Article: Jürgen Bauer ,  Holger Braunschweig ,  Alexander Damme ,  Jose Oscar Carlos ,  Jimenez-Halla,  Thomas Kramer ,  Krzysztof Radacki ,  Rong Shang ,  Eva Siedler ,  and Qing Ye|2013|J.Am.Chem.Soc.|135|8726|doi:10.1021/ja403389w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1096bv
title: CCDC 932366: Experimental Crystal Structure Determination

description: Related Article: Jürgen Bauer ,  Holger Braunschweig ,  Alexander Damme ,  Jose Oscar Carlos ,  Jimenez-Halla,  Thomas Kramer ,  Krzysztof Radacki ,  Rong Shang ,  Eva Siedler ,  and Qing Ye|2013|J.Am.Chem.Soc.|135|8726|doi:10.1021/ja403389w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.