cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10370891
title: Dataset for CardioPRINT-based Biometric Identification

description: This repository contains ECG and ICG signals with timestamp tables (timestamps_with_neutral.csv, timestamps_without_neutral.csv) indicating the beginning and the end of each emotional state used in the paper titled " CardioPRINT: Biometric identification based on the individual characteristics derived from cardiogram". The dataset is shared openly on the Zenodo repository with a Creative Commons Attribution 4.0 International license Additionally, the repository comprises extracted timestamps for segments that describe emotional states and feature sets for both ECG and ICG recordings. We applied a selective editing process to the signal, where segments deemed irrelevant were omitted. The remaining segments, identified as significant due to their association with changes in emotions as per the timestamp table, were concatenated. This resulted in a non-continuous signal, characterized by discontinuities at the specific timestamps where emotional shifts were noted.
Moreover, the repository contains a Supplementary to the paper titled " CardioPRINT: Biometric identification based on the individual characteristics derived from cardiogram". PsyArXiv preprint. https://doi.org/10.31234/osf.io/bau7j
If you find provided signals and code useful for your own research and teaching class, please cite the following references:

Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2023). CardioPRINT-based Biometric Identification with Machine Learning [Computer software]. https://github.com/Luck032/CardioPRINT-based-biometric-identification-with-machine-learning, https://doi.org/10.5281/zenodo.10204894
Tanasković, I., Lazarevic, L. B., Knezevic, G., Milosavljevic, N., Dubljević, O., Bjegojevic, B., & Miljković, N. (2023, November 24). CardioPRINT: Biometric identification based on the individual characteristics derived from cardiogram. PsyArXiv preprint. https://doi.org/10.31234/osf.io/bau7j
Bjegojević B, Milosavljević N, Dubljević O, Purić D, Knežević G. In pursuit of objectivity: Physiological Measures as a Means of Emotion Induction Procedure Validation. Empirical Studies in Psychology 2020:17.
Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2023). Dataset for CardioPRINT-based Biometric Identification [Dataset]. https://doi.org/10.5281/zenodo.1020495
description: Nadica Miljković acknowledges the support from Grant No. 451–03–47/ 2023–01/200103 funded by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia. 
Ljiljana B. Lazarević and Goran Knežević acknowledge the support from Grant No. 451-03-47/2023-01/200163 funded by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia.
DOI: 10.5281/zenodo.10370906
title: Dataset for CardioPRINT-based Biometric Identification

description: This repository contains ECG and ICG signals with timestamp tables (timestamps_with_neutral.csv, timestamps_without_neutral.csv) indicating the beginning and the end of each emotional state used in the paper titled " CardioPRINT: Biometric identification based on the individual characteristics derived from cardiogram". The dataset is shared openly on the Zenodo repository with a Creative Commons Attribution 4.0 International license Additionally, the repository comprises extracted timestamps for segments that describe emotional states and feature sets for both ECG and ICG recordings. We applied a selective editing process to the signal, where segments deemed irrelevant were omitted. The remaining segments, identified as significant due to their association with changes in emotions as per the timestamp table, were concatenated. This resulted in a non-continuous signal, characterized by discontinuities at the specific timestamps where emotional shifts were noted.
Moreover, the repository contains a Supplementary to the paper titled " CardioPRINT: Biometric identification based on the individual characteristics derived from cardiogram". PsyArXiv preprint. https://doi.org/10.31234/osf.io/bau7j
If you find provided signals and code useful for your own research and teaching class, please cite the following references:

Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2023). CardioPRINT-based Biometric Identification with Machine Learning [Computer software]. https://github.com/Luck032/CardioPRINT-based-biometric-identification-with-machine-learning, https://doi.org/10.5281/zenodo.10204894
Tanasković, I., Lazarevic, L. B., Knezevic, G., Milosavljevic, N., Dubljević, O., Bjegojevic, B., & Miljković, N. (2023, November 24). CardioPRINT: Biometric identification based on the individual characteristics derived from cardiogram. PsyArXiv preprint. https://doi.org/10.31234/osf.io/bau7j
Bjegojević B, Milosavljević N, Dubljević O, Purić D, Knežević G. In pursuit of objectivity: Physiological Measures as a Means of Emotion Induction Procedure Validation. Empirical Studies in Psychology 2020:17.
Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2023). Dataset for CardioPRINT-based Biometric Identification [Dataset]. https://doi.org/10.5281/zenodo.1020495
description: Nadica Miljković acknowledges the support from Grant No. 451–03–47/ 2023–01/200103 funded by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia. 
Ljiljana B. Lazarević and Goran Knežević acknowledge the support from Grant No. 451-03-47/2023-01/200163 funded by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia.
DOI: 10.5281/zenodo.12300822
title: Dataset for CardioPRINT-based Biometric Identification

description: This repository contains ECG and ICG signals with timestamp tables (timestamps_with_neutral.csv, timestamps_without_neutral.csv) indicating the beginning and the end of each emotional state used in the paper titled " CardioPRINT: Biometric identification based on the individual characteristics derived from the cardiogram". The dataset is shared openly on the Zenodo repository with a Creative Commons Attribution 4.0 International license Additionally, the repository comprises extracted timestamps for segments that describe emotional states and feature sets for both ECG and ICG recordings. We applied a selective editing process to the signal, where segments deemed irrelevant were omitted. The remaining segments, identified as significant due to their association with changes in emotions as per the timestamp table, were concatenated. This resulted in a non-continuous signal, characterized by discontinuities at the specific timestamps where emotional shifts were noted.

Moreover, the repository contains a Supplementary to the paper titled "CardioPRINT: Biometric identification based on the individual characteristics derived from the cardiogram".

If you find provided signals and code useful for your own research and teaching class, please cite the following references:



Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2023). CardioPRINT-based Biometric Identification with Machine Learning [Computer software]. https://github.com/Luck032/CardioPRINT-based-biometric-identification-with-machine-learning, https://doi.org/10.5281/zenodo.10204894

Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2024). CardioPRINT: Biometric identification based on the individual characteristics derived from the cardiogram. Expert Systems with Applications, 126018. https://doi.org/10.1016/j.eswa.2024.126018

Bjegojević B, Milosavljević N, Dubljević O, Purić D, Knežević G. In pursuit of objectivity: Physiological Measures as a Means of Emotion Induction Procedure Validation. Empirical Studies in Psychology 2020:17.

Tanasković, I., Lazarević, L. B., Knežević, G., Milosavljević, N., Dubljević, O., Bjegojević, B., & Miljković, N. (2023). Dataset for CardioPRINT-based Biometric Identification [Dataset]. https://doi.org/10.5281/zenodo.1020495
description: Nadica Miljković acknowledges the support from Grant No. 451-03-65/2024-03/200103 funded by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia. 

Ljiljana B. Lazarević and Goran Knežević acknowledge the support from Grant No. 451-03-47/2023-01/200163 funded by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia.
DOI: 10.25549/webster-c100-24791
title: Los Angeles fire department, earthquake emergency operational plan, 1987

description: Guidelines dictating the Los Angeles Fire Department's emergency operations plan in detail, 1987. PART OF SERIES: Materials in the series address the policies, procedures, and operations of the Los Angeles and Pasadena Fire Departments during emergency situations. Included are manuals and handbooks related to emergency planning, minutes fom several Los Angeles Board of Fire Commissioners' meetings, and incident logs maintained by the Los Angeles Fire Department during the 1992 riots. The series also contains miscellaneous reports about civil unrest in general, and emergency operations survey worksheets completed by 26 California counties after the riots.
DOI: 10.25549/webster-c100-74683
title: Watch commander's daily report, 1992-01-26/1992-02-08

description: Collection of watch commander's daily reports, 1992 January 26 - February 8. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case. PART OF SUBSERIES: Copies of the Watch Commander's reports maintained between November 17, 1991 and May 30, 1992.
DOI: 10.25549/webster-c100-75405
title: Watch commander's daily report, 1992-02-09/1992-02-22

description: Collection of watch commander's daily reports, 1992 February 9 - 22. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case. PART OF SUBSERIES: Copies of the Watch Commander's reports maintained between November 17, 1991 and May 30, 1992.
DOI: 10.25549/webster-c100-23099
title: Los Angeles fire department, southern California earthquake response plan, 1990-06

description: California's protocol for responding to an earthquake, 1990 June. PART OF SERIES: Materials in the series address the policies, procedures, and operations of the Los Angeles and Pasadena Fire Departments during emergency situations. Included are manuals and handbooks related to emergency planning, minutes fom several Los Angeles Board of Fire Commissioners' meetings, and incident logs maintained by the Los Angeles Fire Department during the 1992 riots. The series also contains miscellaneous reports about civil unrest in general, and emergency operations survey worksheets completed by 26 California counties after the riots.
DOI: 10.25549/webster-c100-69369
title: West Bureau, Pacific Area, Standing Plans and Mobilization Rosters, 1992-03-01/1992-05-16

description: Standing plans and mobilization rosters maintained by the Los Angeles Police Department's Pacific Division, 1992 March 1 - May 16. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures. PART OF SUBSERIES: Materials related to emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points collected from the LAPD's West Bureau; copies of the city's Earthquake Prediction Response Plan and Emergency Operations Master Plan; and standards and procedures developed by the LAPD's Anti-Terrorist Division.
DOI: 10.25549/webster-c100-25792
title: Law Enforcement Incident Command System

description: A description of the Law Enforcement Incident Command System including its purpose, structure, and logistics. PART OF SERIES: Materials in the series assess the LAPD's involvement in immigration enforcement during the 1992 riots. Included are reports issued by governmental and human rights agencies; copies of relevant laws, emergency plans, and penal codes; a copy of Mike Davis' book City of Quartz; and copies of activity logs and reports produced by the Immigration and Naturalization Service (INS).
DOI: 10.25549/webster-c100-24881
title: City of Quartz, Mike Davis, 1992-03

description: A book that analyzes the Los Angeles region, 1992 March. Only front, spine, and back due to copyright issues. PART OF SERIES: Materials in the series assess the LAPD's involvement in immigration enforcement during the 1992 riots. Included are reports issued by governmental and human rights agencies; copies of relevant laws, emergency plans, and penal codes; a copy of Mike Davis' book City of Quartz; and copies of activity logs and reports produced by the Immigration and Naturalization Service (INS).
DOI: 10.25549/webster-c100-69318
title: West Bureau, Pacific Area, Standing Plans and Mobilization Rosters, 1992-03-01/1992-05-16

description: Standing plans and mobilization rosters maintained by the Los Angeles Police Department's Pacific Division, 1992 March 1 - May 16. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures. PART OF SUBSERIES: Materials related to emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points collected from the LAPD's West Bureau; copies of the city's Earthquake Prediction Response Plan and Emergency Operations Master Plan; and standards and procedures developed by the LAPD's Anti-Terrorist Division.
DOI: 10.25549/webster-c100-69360
title: West Bureau, Pacific Area, Standing Plans and Mobilization Rosters, 1992-03-01/1992-05-16

description: Standing plans and mobilization rosters maintained by the Los Angeles Police Department's Pacific Division, 1992 March 1 - May 16. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures. PART OF SUBSERIES: Materials related to emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points collected from the LAPD's West Bureau; copies of the city's Earthquake Prediction Response Plan and Emergency Operations Master Plan; and standards and procedures developed by the LAPD's Anti-Terrorist Division.
DOI: 10.25549/webster-c100-69347
title: West Bureau, Pacific Area, Standing Plans and Mobilization Rosters, 1992-03-01/1992-05-16

description: Standing plans and mobilization rosters maintained by the Los Angeles Police Department's Pacific Division, 1992 March 1 - May 16. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures. PART OF SUBSERIES: Materials related to emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points collected from the LAPD's West Bureau; copies of the city's Earthquake Prediction Response Plan and Emergency Operations Master Plan; and standards and procedures developed by the LAPD's Anti-Terrorist Division.
DOI: 10.25549/webster-c100-11666
title: Ten Blocks From the White House, 1988

description: "Ten Blocks From the White House: Anatomy of the Washington Riots of 1968", Ben W. Gilbert and the staff of the Washington Post, a book that analyzes the Washington, D.C. riots of 1968, 1988. PART OF SERIES: In its investigation, the Webster Commission aligned the policies and procedures of the LAPD with those adopted by several other agencies and governmental bodies. The series contains a variety of materials collected by the Commission for this purpose. Included are reports about present and future issues facing the City of Los Angeles; analyses of riots which shook Washington, D.C. in 1968; annual reports issued by the Royal Canadian Mounted Police; emergency plans; housing data; newspaper and journal articles; criminal justice statistics; and summaries and after-action reports which assessed law enforcement's response to the 1992 riots.
DOI: 10.25549/webster-c100-24283
title: Gangs, crime, and violence in Los Angeles, 1992-05

description: A report that provides an overview of gang activity in Los Angeles County and recommendations and tactics that can be employed to suppress gangs, 1992 May. PART OF SERIES: Materials in the series assess the LAPD's involvement in immigration enforcement during the 1992 riots. Included are reports issued by governmental and human rights agencies; copies of relevant laws, emergency plans, and penal codes; a copy of Mike Davis' book City of Quartz; and copies of activity logs and reports produced by the Immigration and Naturalization Service (INS).
DOI: 10.25549/webster-c100-23002
title: Los Angeles fire department, southern California earthquake response plan, 1990-06

description: California's protocol for responding to an earthquake, 1990 June. PART OF SERIES: Materials in the series address the policies, procedures, and operations of the Los Angeles and Pasadena Fire Departments during emergency situations. Included are manuals and handbooks related to emergency planning, minutes fom several Los Angeles Board of Fire Commissioners' meetings, and incident logs maintained by the Los Angeles Fire Department during the 1992 riots. The series also contains miscellaneous reports about civil unrest in general, and emergency operations survey worksheets completed by 26 California counties after the riots.
DOI: 10.25549/webster-c100-14003
title: The Widening Divide, 1989-06

description: "The Widening Divide: Income Inequality and Poverty in Los Angeles", Paul Ong, a student comprehensive project about patterns of income inequality and poverty in the city of Los Angeles, 1988 June. PART OF SERIES: In its investigation, the Webster Commission aligned the policies and procedures of the LAPD with those adopted by several other agencies and governmental bodies. The series contains a variety of materials collected by the Commission for this purpose. Included are reports about present and future issues facing the City of Los Angeles; analyses of riots which shook Washington, D.C. in 1968; annual reports issued by the Royal Canadian Mounted Police; emergency plans; housing data; newspaper and journal articles; criminal justice statistics; and summaries and after-action reports which assessed law enforcement's response to the 1992 riots.
DOI: 10.25549/webster-c100-24718
title: Los Angeles fire department, earthquake emergency operational plan, 1987

description: Guidelines dictating the Los Angeles Fire Department's emergency operations plan in detail, 1987. PART OF SERIES: Materials in the series address the policies, procedures, and operations of the Los Angeles and Pasadena Fire Departments during emergency situations. Included are manuals and handbooks related to emergency planning, minutes fom several Los Angeles Board of Fire Commissioners' meetings, and incident logs maintained by the Los Angeles Fire Department during the 1992 riots. The series also contains miscellaneous reports about civil unrest in general, and emergency operations survey worksheets completed by 26 California counties after the riots.
DOI: 10.25549/webster-c100-24802
title: Los Angeles fire department, earthquake emergency operational plan, 1987

description: Guidelines dictating the Los Angeles Fire Department's emergency operations plan in detail, 1987. PART OF SERIES: Materials in the series address the policies, procedures, and operations of the Los Angeles and Pasadena Fire Departments during emergency situations. Included are manuals and handbooks related to emergency planning, minutes fom several Los Angeles Board of Fire Commissioners' meetings, and incident logs maintained by the Los Angeles Fire Department during the 1992 riots. The series also contains miscellaneous reports about civil unrest in general, and emergency operations survey worksheets completed by 26 California counties after the riots.
DOI: 10.25549/webster-c100-68600
title: West Valley personnel roster, 1992-04-19/1992-05-16

description: Los Angeles Police Department West Valley personnel roster, also includes station security and defense plan, civil defense plan, 1992 April 19 - May 16. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures.
DOI: 10.25549/webster-c100-11951
title: The Administration of Justice in Washington, D.C. During the Disorder of April 1968,

description: A report that analyzes law enforcement's response to the 1968 Washington, D.C. riots, 1973 March. PART OF SERIES: In its investigation, the Webster Commission aligned the policies and procedures of the LAPD with those adopted by several other agencies and governmental bodies. The series contains a variety of materials collected by the Commission for this purpose. Included are reports about present and future issues facing the City of Los Angeles; analyses of riots which shook Washington, D.C. in 1968; annual reports issued by the Royal Canadian Mounted Police; emergency plans; housing data; newspaper and journal articles; criminal justice statistics; and summaries and after-action reports which assessed law enforcement's response to the 1992 riots.