cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/webster-c100-91571
title: Foothill division, roll call training, 1991-03/1992-05

description: Los Angeles Police Department, Foothill division, roll call training information, 1991 March - 1992 May. PART OF SERIES: The series includes records pertaining to the Webster Commission's Discovery Request, which solicited documents related to the internal operations of the Los Angeles Police Department immediately before and during the Rodney King riots. Materials fall into four categories of documents requested by the Commission for this purpose: activity reports, meeting agendas and minutes, itineraries of Department-led training sessions, and roll call deployment period reports from these training sessions. PART OF SUBSERIES: Materials related to mandatory training sessions held within each geographic division of the Los Angeles Police Department between January 1992 and July 1992. Included are scheudles and roll call worksheets which specify the date of each training session, the topic for the day, and the presenter.
DOI: 10.25549/webster-c100-92912
title: LAPD resource data, 1989/1992

description: Los Angeles Police Department resource data, after action reports, damage reports, 1989 - 1992. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-43324
title: Los Angeles Police Department's tactical manual, 1992-04-29

description: Los Angeles Police Department tactical planning section, watch commander's guide for control of disasters and other emergencies, 1992 April 29. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.25549/webster-c100-12394
title: Report on Civil Disturbances in Washington D.C., 1968-04

description: A compilation of reports and related information regarding the major activities of the District of Columbia Government during the district's civil disturbance emergency period, 1968 April. 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-c100-78451
title: LAPD communications assessment, 1992-05-11

description: Los Angeles Police Department communications assessment, from Emergency Command Control Communications System Division, 1992 May 11. 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.
DOI: 10.25549/webster-c100-12451
title: Report on Civil Disturbances in Washington D.C., 1968-04

description: A compilation of reports and related information regarding the major activities of the District of Columbia Government during the district's civil disturbance emergency period, 1968 April. 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-c100-92733
title: LAPD budget, 1986/1987

description: Los Angeles Police Department budget information, 1986 - 1987. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-43410
title: Los Angeles Police Department's tactical manual, 1992-04-29

description: Los Angeles Police Department tactical planning section, watch commander's guide for control of disasters and other emergencies, 1992 April 29. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.25549/webster-c100-91822
title: LAPD budget, 1984/1985

description: Los Angeles Police Department budget information, 1984 - 1985. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-43291
title: Los Angeles Police Department's tactical manual, 1992-04-29

description: Los Angeles Police Department tactical planning section, watch commander's guide for control of disasters and other emergencies, 1992 April 29. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.25549/webster-c100-92761
title: LAPD budget, 1986/1987

description: Los Angeles Police Department budget information, 1986 - 1987. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-45726
title: Tactical manual, 1992-05-27

description: Manual developed by the Los Angeles Police Department, 1992 May 27. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.6084/m9.figshare.27986789
title: Facial Expression-Driven Rehabilitation Robotics: A Machine Learning Approach with Stretchable Sensors

description: Wearable sensor technology has shown significant promise in advancing personalized healthcare and rehabilitation. This study presents the implementation of stretchable sensors for facial expression recognition (FER) to control an upper limb rehabilitation robot. Traditional rehabilitation approaches, which rely heavily on therapist-administered exercises, face limitations such as variability in patient engagement and environmental constraints. To address these issues, we developed a low-cost, flexible sensor system capable of detecting subtle facial muscle deformations and translating them into control commands via a Random Forest machine learning algorithm. Our system classifies four emotional states — Neutral, Happy, Sad, and Disgust — with a classification accuracy of 92.4\%. Real-time performance tests on five subjects controlling an elbow rehabilitation robot demonstrated an average accuracy of 75\% for FER. Motor speed adjustments, driven by recognized expressions, dynamically adapt to patient comfort levels, thereby personalizing the rehabilitation process. The stretchable sensor system offers advantages over traditional methods like EMG and computer vision, including greater reliability, low computational demands, and reduced susceptibility to noise.This study highlights the potential of emotion-driven adaptive rehabilitation robots in improving patient outcomes and engagement. Future work will explore refining sensor placement, enhancing machine learning models, and extending the system to other rehabilitation contexts. Integrating such intelligent wearable systems marks a significant step toward more accessible and empathetic telerehabilitation solutions.
DOI: 10.25549/webster-c100-93655
title: LAPD budget, 1985/1986

description: Los Angeles Police Department budget information, 1985 - 1986. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.6084/m9.figshare.27986789.v1
title: Facial Expression-Driven Rehabilitation Robotics: A Machine Learning Approach with Stretchable Sensors

description: Wearable sensor technology has shown significant promise in advancing personalized healthcare and rehabilitation. This study presents the implementation of stretchable sensors for facial expression recognition (FER) to control an upper limb rehabilitation robot. Traditional rehabilitation approaches, which rely heavily on therapist-administered exercises, face limitations such as variability in patient engagement and environmental constraints. To address these issues, we developed a low-cost, flexible sensor system capable of detecting subtle facial muscle deformations and translating them into control commands via a Random Forest machine learning algorithm. Our system classifies four emotional states — Neutral, Happy, Sad, and Disgust — with a classification accuracy of 92.4\%. Real-time performance tests on five subjects controlling an elbow rehabilitation robot demonstrated an average accuracy of 75\% for FER. Motor speed adjustments, driven by recognized expressions, dynamically adapt to patient comfort levels, thereby personalizing the rehabilitation process. The stretchable sensor system offers advantages over traditional methods like EMG and computer vision, including greater reliability, low computational demands, and reduced susceptibility to noise.This study highlights the potential of emotion-driven adaptive rehabilitation robots in improving patient outcomes and engagement. Future work will explore refining sensor placement, enhancing machine learning models, and extending the system to other rehabilitation contexts. Integrating such intelligent wearable systems marks a significant step toward more accessible and empathetic telerehabilitation solutions.
DOI: 10.25549/webster-c100-12565
title: Report on Civil Disturbances in Washington D.C., 1968-04

description: A compilation of reports and related information regarding the major activities of the District of Columbia Government during the district's civil disturbance emergency period, 1968 April. 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-c100-12589
title: Report on Civil Disturbances in Washington D.C., 1968-04

description: A compilation of reports and related information regarding the major activities of the District of Columbia Government during the district's civil disturbance emergency period, 1968 April. 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-c100-12615
title: Report on Civil Disturbances in Washington D.C., 1968-04

description: A compilation of reports and related information regarding the major activities of the District of Columbia Government during the district's civil disturbance emergency period, 1968 April. 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-c100-93674
title: LAPD budget, 1985/1986

description: Los Angeles Police Department budget information, 1985 - 1986. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-43482
title: Los Angeles Police Department's tactical manual, 1992-04-29

description: Los Angeles Police Department tactical planning section, watch commander's guide for control of disasters and other emergencies, 1992 April 29. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.25549/webster-c100-92715
title: LAPD budget, 1986/1987

description: Los Angeles Police Department budget information, 1986 - 1987. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-93388
title: LAPD budget, 1983/1993

description: Los Angeles Police Department budget information, 1983 - 1993. PART OF SERIES: The series consists of itemized annual budgets developed by the LAPD for Fiscal Years 1983 through 1993. Also included is the Fiscal Support Bureau's after-action report for the 1992 riots and attachments discussing the riots' financial consequences on the department. Items are arranged chronologically according to fiscal year.
DOI: 10.25549/webster-c100-12428
title: Report on Civil Disturbances in Washington D.C., 1968-04

description: A compilation of reports and related information regarding the major activities of the District of Columbia Government during the district's civil disturbance emergency period, 1968 April. 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-c100-78393
title: LAPD communications assessment, 1992-05-11

description: Los Angeles Police Department communications assessment, from Emergency Command Control Communications System Division, 1992 May 11. 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.
DOI: 10.25549/webster-c100-11441
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-c100-93718
title: Devonshire division, roll call training, 1991-01/1991-12

description: Los Angeles Police Department, Devonshire division, roll call training information, 1991 January - December. PART OF SERIES: The series includes records pertaining to the Webster Commission's Discovery Request, which solicited documents related to the internal operations of the Los Angeles Police Department immediately before and during the Rodney King riots. Materials fall into four categories of documents requested by the Commission for this purpose: activity reports, meeting agendas and minutes, itineraries of Department-led training sessions, and roll call deployment period reports from these training sessions. PART OF SUBSERIES: Materials related to mandatory training sessions held within each geographic division of the Los Angeles Police Department between January 1992 and July 1992. Included are scheudles and roll call worksheets which specify the date of each training session, the topic for the day, and the presenter.
DOI: 10.25549/webster-c100-78414
title: LAPD communications assessment, 1992-05-11

description: Los Angeles Police Department communications assessment, from Emergency Command Control Communications System Division, 1992 May 11. 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.
DOI: 10.25549/webster-c100-43426
title: Los Angeles Police Department's tactical manual, 1992-04-29

description: Los Angeles Police Department tactical planning section, watch commander's guide for control of disasters and other emergencies, 1992 April 29. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.25549/webster-c100-83555
title: web-box37-23
DOI: 10.25549/webster-c100-78385
title: LAPD communications assessment, 1992-05-11

description: Los Angeles Police Department communications assessment, from Emergency Command Control Communications System Division, 1992 May 11. 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.