cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/examiner-c44-115955
title: Town Hall, 1960

description: 2 images. Town Hall, 10 February 1960. Robert Niven; Senator Hubert Humphrey. ; Caption slip reads: "Photographer: Paegel. Date: 02-10. Reporter: Greenberg. Assignment: Biltmore. Rovert Niven, pres., town hall; Sen. Hubert H. Humphrey."
DOI: 10.25549/examiner-c44-115607
title: Wayne trial, 1953

description: 11 images. Wayne trial, 18 October 1953. James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos; Barbara Mahin; Josephine Grant; Chata Wayne (Esperanza). ; Caption slip reads: "Photographer: Brunk. Reporter: Santley. Assignment: Wayne trial. 63: James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos. 64: Barbara Mahin; Josephine Grant; Chata Wayne. 60-1: John Wayne on stand. 2: Chata alone. 5: Bo Roos on stand. 4: Wayne passing Chata. 3: Chata. 6: Chata.."
DOI: 10.15468/dl.gnhsdu
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pinus roxburghii Sarg.)"
 ]
}

 The dataset includes 448 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014475-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-115642
title: John Wayne case, 1953

description: 15 images. John Wayne case, 20 October 1953. Alice Arroyo; Dolores Loera; Connie Lopez, 22; John Wayne; Sally Lopez, 22; Mrs. Esperanza Wayne. ; Caption slip reads: "Photographer: Forbes. Date: 10-20. Reporter: Santley. Assignment: Wayne trial. 13-14-124-307-308: John Wayne. 81-82-83-84: Mrs. Esperanza Wayne on stand. 152: Crowd outside court. 123: John Wayne passes Mrs. Esperanza Wayne in court. 51: Mrs. Esperanza Wayne rushing to court as she was late again. 31-32: Alice Arroyo (may not show); Dolores Loera; Connie Lopez, 22; John Wayne (signs autograph); Sally Lopez, 22 (they're twins). (Note: Develop these 2 negs. 8 minutes). 95: John Wayne passes Esperanza Wayne in court."
DOI: 10.15468/dl.xpp9ab
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "TaxonKey is Suberites ficus (Johnston, 1842)"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014474-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j534rd645s.1
title: Supplemental Material: A Retrospective, Cross-Sectional Analysis of Gender and Racial/Ethnic Diversity Trends in Dermatology Chairs

description: Supplementary methods, table, and figures for the research letter published in JAAD titled "A Retrospective, Cross-Sectional Analysis of Gender and Racial/Ethnic Diversity Trends in Dermatology Chairs."
DOI: 10.25549/examiner-c44-115657
title: Wayne divorce, 1953

description: 4 images. Wayne divorce, 15 May 1953. Mrs. Esperanza Wayne (Mrs. John); John Wayne. ; Caption slip reads: "Photographer: Olmo. Date: 1953-05-15. Reporter: Simmonds. 65-66: John Wayne. 67-68: Mrs. Esperanza Wayne."
DOI: 10.25549/examiner-c44-115771
title: Spring festival at Cowan Avenue School (third graders), 1953

description: 4 images. Spring festival at Cowan Avenue School (third graders), 14 May 1953. Peggy Lou Siegel; Bruce Riblett; Linda Cowart; Larry Moffitt; Kathy Perry; Kenny Marineau; Susan Winchester. ; Caption slip reads: "Photographer: Miller. Date: 05-14. Reporter: Parker. Assignment: Spring festival at Cowan Avenue School. 2-1: Third graders dance Mexican 'La Raspa' in spring festival at school, where 800 students entertained their parents. From left to right: Peggy Lou Siegel and Bruce Riblett; Linda Cowart and Larry Moffitt; Kathy Perry and Tom Bass. 25-26, l to R: Bruce Riblett and Peggy Lou Siegel; Larry Moffitt and Linda Cowart; Kenny Marineau and Susan Winchester."
DOI: 10.25549/examiner-c44-38241
title: Governor Warren at Long Beach political meeting, 1952

description: 2 images. Governor Warren at Long Beach political meeting, 20 May 1952. Governor Earl Warren; George Murphy (actor); Warren addresses Long Beach Council of Women Republican Clubs.; Supplementary material reads: "Chernus -- Harbor. Captions. Governor Warren. One negative shows L - R: George Murphy, film star, shaking hands with Governor Warren after introducing him to 1000 members of Long Beach Council of Women Republican Clubs. One negative shows Governor Warren speaking".
DOI: 10.25549/examiner-c44-115614
title: Wayne trial, 1953

description: 11 images. Wayne trial, 18 October 1953. James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos; Barbara Mahin; Josephine Grant; Chata Wayne (Esperanza). ; Caption slip reads: "Photographer: Brunk. Reporter: Santley. Assignment: Wayne trial. 63: James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos. 64: Barbara Mahin; Josephine Grant; Chata Wayne. 60-1: John Wayne on stand. 2: Chata alone. 5: Bo Roos on stand. 4: Wayne passing Chata. 3: Chata. 6: Chata.."
DOI: 10.25549/examiner-c44-1916
title: Omar Bradley arrival -- Lockheed Airport, 1951

description: 6 images. Omar Bradley arrival -- Lockheed Airport, May 17, 1951. General Omar Bradley; Mrs. Omar Bradley; Don Belding (advertising executive); Colonel Sidney F. Dunn; Captain J. Y. Dannenberg.
DOI: 10.25549/examiner-c44-48648
title: Assistance League flower show, 1952

description: 10 images. Assistance League flower show, 19 February 1952. Mrs. Harley J. Humes; Mrs. Robert Clements; Mrs. John C. Mehan; Mrs. Franklin W. Beckwith; Mrs. Clarence Viault; Mrs. Lyttleton Wilson, Junior; Joan Gocke; Mrs. Gordon D. Nesser; Mrs. Clarence Movius; Mrs. Grant B. Cooper; Mrs. Bayard Ryder; Mrs. Thomas W. Simmons; Mrs. Harold Ramser; Roxann Cynthia Vahan, 5 1/2; Mimi Clements; Mrs. C. Allan Graves; Mrs. Reuben Larson; Mrs. Robert G. Graw. (Sleeve reads: S-9548).; Caption slip reads: "Photographer: Miller. Date: 02-19. Assignment: Page #1 -- Assistance League flower show. 49:
DOI: 10.25549/examiner-c44-115950
title: Whiskey Flat days (Kernville), 1960

description: 4 images. Whiskey Flat days (Kernville), 28 January 1960. Can-Can girls; Nancy Witt; Alice Brockel; Pat Hed; Dorothy James; Joanne Gardner; Jack Ewing. ;Caption slip reads: "Photographer: Jensen. Assignment: Whiskey Flat days, Kernville. 74-75: Alice Brockel; Dorothy James; Pat Hed; Nancy Witt; Joanne Gardner; Jack Ewing. 37-38: Joanne Gardner; Nancy Witt; Pat Hed; Dorothy James; Alice Brockel."
DOI: 10.25549/examiner-c44-115952
title: Whiskey Flat days (Kernville), 1960

description: 4 images. Whiskey Flat days (Kernville), 28 January 1960. Can-Can girls; Nancy Witt; Alice Brockel; Pat Hed; Dorothy James; Joanne Gardner; Jack Ewing. ;Caption slip reads: "Photographer: Jensen. Assignment: Whiskey Flat days, Kernville. 74-75: Alice Brockel; Dorothy James; Pat Hed; Nancy Witt; Joanne Gardner; Jack Ewing. 37-38: Joanne Gardner; Nancy Witt; Pat Hed; Dorothy James; Alice Brockel."
DOI: 10.25549/examiner-c44-115615
title: Wayne trial, 1953

description: 11 images. Wayne trial, 18 October 1953. James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos; Barbara Mahin; Josephine Grant; Chata Wayne (Esperanza). ; Caption slip reads: "Photographer: Brunk. Reporter: Santley. Assignment: Wayne trial. 63: James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos. 64: Barbara Mahin; Josephine Grant; Chata Wayne. 60-1: John Wayne on stand. 2: Chata alone. 5: Bo Roos on stand. 4: Wayne passing Chata. 3: Chata. 6: Chata.."
DOI: 10.25549/examiner-c44-115628
title: John Wayne divorce, 1953

description: 12 images. John Wayne divorce, 19 October 1953. Esperanza Wayne; John Wayne; Frank Belcher, Attorney; Jerome Rosenthal, Attorney. ; Caption slip reads: "Photographer: Brunk. Date: 1953-10-19. Reporter: Santley. Assignment: Wayne divorce. 1-2: Esperanza Baur Wayne. 61: Photogs. and newshawks talk to Esperanza. 62-59-60: Esperanza Wayne. 57-58: John Wayne. 63: Frank Belcher, Atty.; John Waye; Bo Roos (Wayne's business mgr.) entering City Hall. 64: Esperanza Wayne, and Atty. Jerome Rosenthal. 69-70: John Wayne, and his attorney, Frank B. Belcher."
DOI: 10.25549/examiner-c44-115612
title: Wayne trial, 1953

description: 11 images. Wayne trial, 18 October 1953. James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos; Barbara Mahin; Josephine Grant; Chata Wayne (Esperanza). ; Caption slip reads: "Photographer: Brunk. Reporter: Santley. Assignment: Wayne trial. 63: James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos. 64: Barbara Mahin; Josephine Grant; Chata Wayne. 60-1: John Wayne on stand. 2: Chata alone. 5: Bo Roos on stand. 4: Wayne passing Chata. 3: Chata. 6: Chata.."
DOI: 10.25549/examiner-c44-37627
title: Boys back to Pershing Square, 1952

description: 9 images. Boys back to Pershing Square, 2 May 1952. Pete Nelson -- 74 years; Mike Kolana -- 59 years; General views of men in park.
DOI: 10.25549/examiner-c44-37677
title: Spanish American veterans, 1952

description: 4 images. Spanish American veterans, 21 May 1952. Andrew L. Johnston (New Department Commander receives oath); Charles Anderson (installing officer); Color guard; New State Officers take oath.; Caption slip reads: "Photographer: Sandusky. Date: 1952-05-21. Assignment: Spanish American war veterans. D21: Andrew L. Johnston (right of line of men at chairs, with hand up), new department commander, receives oath from installing officer Charles Anderson at microphone. D22: Color guard (right) escorts new department commander. D23, 24: New state officers take oath".
DOI: 10.25549/examiner-c44-115713
title: Eviction, 1953

description: 2 images. Eviction, 15 May 1953. Miss Ann Bond -- 63 years (evicted); Wallace Johnson (neighbor); Harry Heller (neighbor). ; Caption slip reads: "Photographer: Brunk. Date: 05-15. Reporter: Scott. Assignment: Eviction. 59: Miss Ann Bond, 63, evicted tenant with possessions in front of neighbor's home at 801 E. Edgeware Road. 60: Wallace Johnson & Harry Heller, neighbors of 901 E. Edgeware Rd. with Miss Bond."
DOI: 10.25549/examiner-c44-873
title: Memorial Day services, Rosedale Cemetary, 1951

description: 7 images. Memorial Day services, Rosedale Cemetary, May 30, 1951. Theodore Roosevelt Auxiliary number 5, United Spanish war vets; fife, drum and bugle corps of Roosevelt camp number 9; Chaplain Lorenze Wilks (delivering prayer).
DOI: 10.25549/examiner-c44-2581
title: Cohen income tax trial, 1951

description: 10 images. Cohen income tax trial, June 5, 1951. Mickey Cohen; Lavonne Cohen; Attorney Leo Silverstein; Edith Gilsen (witness); copies -- statements of income taxes, disbursements etc.; Arthur Seltzer (witness); Ernest A. Tolin (United States attorney).
DOI: 10.25549/examiner-c44-38283
title: Murder victim (shot by a hitchhiker), 1952

description: 3 images. Murder victim (shot by a hitchhiker), 21 May 1952. Ward Budzien, Senior (copy), 309 West 41st Place -- victim; Mrs. Ivy Budzien (widow); Ward Budzien, Junior; Vernon Bourdlais (no picture), suspect.
DOI: 10.25549/examiner-c44-35560
title: Man shot by burglar, 1952

description: 2 images. Man shot by burglar, 5 May 1952. Gordon L. Auclair, victim; Detective Sergeant B.E. Deberry; Detective Sergeant T.E. Dawson; Special Police Officer, Malcolm Stripling.
DOI: 10.25549/examiner-c44-1423
title: Cotton truck stuck in underpass at Washington and Santa Fe, 1951

description: 4 images. Cotton truck stuck in underpass at Washington and Santa Fe, May 15, 1951. General view of truck stuck in underpass.
DOI: 10.25549/examiner-c44-115603
title: Wayne trial, 1953

description: 11 images. Wayne trial, 21 October 1953. Charles Siebert, Deputy Sheriff; Esperanza Wayne; Frank Suflow, Deputy Sheriff; Jerome Rosenthal; Assistant Attorney Larry Steinberg; Kathlyb Koulos, 18. ; Caption slip reads: "Photographer: Brunk. Date: 10-21. Reporter: Santley. Assignment: Wayne trial. B9-10: Charles Siebert, Deputy S.; Esperanza Wayne; Frank Suflow, Dep. Sheriff. B8: Wayne, from elevator to court room is crowded by autograph seekers. B5-6-7: Crowd shots, entrance to court, at 2 p.m. B19-20: Jerome Rosenthal; and Chata (?) Wayne, after announcement of settlement. B11: Wayne talking to reporters, Esperanza entering court from background. B12_ Esperanza and asst. attorney Larry Steinberg enter the conference room, Dept. 32. B13: 'Duke' Wayne leaves conference settlement. B14: Esperanza leaves settlement conference. B15-16: Kathlyn Koulos, 18, steno. from City Planning Dept. kisses John Wayne as congratulation. She was on a fifteen minute coffee break. B19-20: Jerome Rosenthal and Esperanza after the judges announcement of settlement being reached."
DOI: 10.25549/examiner-c44-115604
title: Wayne trial, 1953

description: 11 images. Wayne trial, 21 October 1953. Charles Siebert, Deputy Sheriff; Esperanza Wayne; Frank Suflow, Deputy Sheriff; Jerome Rosenthal; Assistant Attorney Larry Steinberg; Kathlyb Koulos, 18. ; Caption slip reads: "Photographer: Brunk. Date: 10-21. Reporter: Santley. Assignment: Wayne trial. B9-10: Charles Siebert, Deputy S.; Esperanza Wayne; Frank Suflow, Dep. Sheriff. B8: Wayne, from elevator to court room is crowded by autograph seekers. B5-6-7: Crowd shots, entrance to court, at 2 p.m. B19-20: Jerome Rosenthal; and Chata (?) Wayne, after announcement of settlement. B11: Wayne talking to reporters, Esperanza entering court from background. B12_ Esperanza and asst. attorney Larry Steinberg enter the conference room, Dept. 32. B13: 'Duke' Wayne leaves conference settlement. B14: Esperanza leaves settlement conference. B15-16: Kathlyn Koulos, 18, steno. from City Planning Dept. kisses John Wayne as congratulation. She was on a fifteen minute coffee break. B19-20: Jerome Rosenthal and Esperanza after the judges announcement of settlement being reached."
DOI: 10.25549/examiner-c44-115606
title: Wayne trial, 1953

description: 11 images. Wayne trial, 18 October 1953. James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos; Barbara Mahin; Josephine Grant; Chata Wayne (Esperanza). ; Caption slip reads: "Photographer: Brunk. Reporter: Santley. Assignment: Wayne trial. 63: James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos. 64: Barbara Mahin; Josephine Grant; Chata Wayne. 60-1: John Wayne on stand. 2: Chata alone. 5: Bo Roos on stand. 4: Wayne passing Chata. 3: Chata. 6: Chata.."
DOI: 10.25549/examiner-c44-115613
title: Wayne trial, 1953

description: 11 images. Wayne trial, 18 October 1953. James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos; Barbara Mahin; Josephine Grant; Chata Wayne (Esperanza). ; Caption slip reads: "Photographer: Brunk. Reporter: Santley. Assignment: Wayne trial. 63: James Edward Grant; Budd Boetticher; Andy McLaglen; John Wayne; Bob Fellows; Bo Roos. 64: Barbara Mahin; Josephine Grant; Chata Wayne. 60-1: John Wayne on stand. 2: Chata alone. 5: Bo Roos on stand. 4: Wayne passing Chata. 3: Chata. 6: Chata.."
DOI: 10.25549/examiner-c44-115939
title: Accident -- Auto traffic accident, Hollywood Freeway and Alvarado Street, 1960

description: 7 images. Accident -- Auto traffic accident, Hollywood Freeway and Alvarado Street, 9 February 1960. Father Thomas Croal; Richard Strauss (given last rites); Robert C. Davis (driver); Unidentified woman injured. ; Caption slip reads: "Photographer: Lapp. Date: 1960-02-09. Reporter: Slater. 9-10: Fr. Thomas Croal; Richard J. Strauss, last rites. 19: Richard J. Strauss, 45. 15: Amb. Att. Arlyn Nine; no name for woman. 16: Robert C. Davis, 46, driver of car."
DOI: 10.6084/m9.figshare.25808992
title: Supplementary Material for: Needle fetal thoracoscopy: a technique to assist with ultrasound-guided placement of challenging thoracoamniotic shunts

description: Introduction: Fetal thoracoamniotic shunts are common lifesaving interventions but frequently require replacement. Needle fetal thoracoscopy is a technique that uses standard thoracoamniotic shunt introducer sheaths to permit direct visualization and even instrument manipulation during shunt deployment to facilitate optimal positioning and primary shunt function in the most challenging cases. 

Case Presentation: In this study, five patients who underwent needle fetal thoracoscopy-assisted thoracoamniotic shunt placement were reviewed. Three patients with large, macrocystic congenital pulmonary airway malformations (CPAM) with evidence of worsening mediastinal shift and/or hydrops and two patients with large chylothorax with fetal hydrops were treated. Four cases had previous shunts that failed due to poor sonographic visualization during initial placement, cyst septations, shunt obstruction or dislodgment. Needle fetal thoracoscopy was used to disrupt cyst walls and septations, clear hematoma, and confirm optimal initial position of the shunt. In this series, one severe CPAM patient with short cervix developed preterm labor postoperatively resulting in neonatal demise. The remaining four patients experienced resolution of hydrops and progressed to successful delivery with excellent neonatal outcomes. 

Conclusion: Needle fetal thoracoscopy is a procedure that may be selectively deployed in challenging thoracoamniotic shunt cases impacted by recurrent failure, poor sonographic windows, and challenging fetal positioning.
DOI: 10.25549/examiner-c44-115927
title: Interviewing Senator Humphrey, 1960

description: 2 images. Interviewing Senator Humphrey, 10 February 1960. Eleanor Garner Black (Interview). ; Caption slip reads: "Photographer: Mitchell. Date: 1960-01-10. Reporter: Garner. Assignment: Sen. Humphreys. 123-124: Eleanor Garner Black."
DOI: 10.25549/examiner-c44-115993
title: Murder, 1960

description: 3 images. Murder, 26 March 1960. Body of Veronica Smith Locke found in warehouse at 830 Ducommun Street. ; Caption slip reads: "Photographer: Olmo. Date: 1960-03-26. Reporter: Farrell. Assignment: Murder. 25: Coroner's Assistants carry sheet-wrapped body of Veronica Smith Locke from boiler room of warehouse at 830 Ducommon [sic] St. 26-27: Dep. Coroners carry out body. 28: Outside view of warehouse in which body was found."
DOI: 10.25549/examiner-c44-115907
title: Recording of Parker's remarks made about Mexican-American citizens (City Council), 1960

description: 4 images. Recording of Parker's remarks made about Mexican-American citizens (City Council), 2 February 1960. Chief William Parker; Sergeant E.H. Fast; Population charts; Ed Roybal. ; Caption slip reads: "Photographer: Wilson. Date: 1960-02-02. Assignment: Chief Parker hearing. 28: Specified population categories 'chart' presented by Parker. 62: Ed Roybal speaks after Chief Parker. 81-82: Chief Wm. H. Parker tells his story. 66-67, L to R: Police Sgt. F.H. Fast spins tape; Chief Parker & tape. 27: Show Latin people's crime and population on map of Los Angeles City."
DOI: 10.25549/examiner-c44-115909
title: Robbery suspect captured, 1960

description: 3 images. Robbery suspect captured, 9 February 1960. Quentin Franks -- 21 years (captured by two restaurant workers); Kay O'Grady -- 35 years (piano player locked in ice box); Harold Wenzler -- 49 years (locked in ice box); Ronald Lee Curtis -- 21 years; Ancel Racette -- 35 years (They captured robber). ; Caption slip reads: "Daily. Photographer: Sawim. Date: 1960-02-09. Reporter: Swaim. Assignment: Robbery -- capture. 7-8: Quentin Franks , 21, robbery suspect, lying on emergency hospital table after beating by two restaurant workers who caught him. Police said Franks was in narcotics 'withdrawal'. 13-14: Kay O'Grady, 35, red -haired pianist, sleeping on police couch and Harold Wenzler, 49, after four hour ordeal in restaurant ice box, where suspect locked them. 19-20: Ronald Lee Curtis, 21, (janitor) left, and Ancel Racette, 35 (chef), telling police how they disarmed and overpowered drugged suspect, held him for police."
DOI: 10.25549/examiner-c44-2332
title: Damage suit, 1951

description: 2 images. Damage suit, June 4, 1951. Gloria Jean Fernandez -- 6 years.
DOI: 10.25549/examiner-c44-47642
title: Judy Garland opening at Philharmonic Auditorium, 1952

description: 10 images. Judy Garland opening at Philharmonic Auditorium, 21 April 1952. Mr. and Mrs. Charles Skouras; Mr. and Mrs. Mike Rosenberg; Leo Genn; Eleanor Parker; Jean Simmons; Mel Donnelly; Mona Freeman; Russ Peak; Jimmy Stewart; Mrs. Jimmy Stewart; Louella Parsons; Gracie Allen; George Burns; Mary Livingston; Jack Benny; Mr. and Mrs. William C. Hartshorn (President of Light Opera Los Angeles).
DOI: 10.17632/xx28h6dt26.1
title: Query Item Question Analysis with Bloom's Taxonomy

description: This dataset is a collection of CBT results from prospective students participating in the primary school teacher professional education program.
DOI: 10.6084/m9.figshare.25808942.v1
title: Power Quality Estimations for Unknown Binary Combinations of Electrical Appliances Based on the Step-by-Step Increasing Model Complexity

description: Smart detached houses, contingent on renewable energy (RE), are subjected to an unstable power supply of the intermitted nature. The power quality (PQ) norms define allowable variances in the characteristics of electrical systems to ensure their functioning without malfunction. The estimation and optimization of PQ parameters on day bases are inevitable in the regulation of systems to comply with the specified standards and allow the fault-free operation of electrical equipment. Measurements of all PQ states are impossible for dozens of eventual grid-attached power consumers defined by their binary load patterns. Specific demands and uncertain RE can lead to system instability and unacceptable PQ. Self-optimizing models based on artificial intelligence (AI) can estimate the next PQ states in real off-grids where power is induced only by chaotic RE sources. A new proposed multistage prediction scheme allows incremental improvements in the accuracy of AI models beginning their development with binary coded data only. The number of selected PQ inputs gradually increased in the next estimate for the initial equipment in demand. Historical records include complete training PQ data for all parameters, but only “1/0” switch-on load sequences are available at prediction times. The most valuable PQ outputs are modeled in the previous stages to process their supplementary series in the next prediction. More capable models, applied to previously approximated PQ data, are able to better compute the PQ output in the secondary steps. Complementary PQ inputs are supplied with the new processing data, which were unknown in the previous stage. The growing number of input features enables a more complex representation of the target quantity in each iteration. Advanced input selection and data reevaluation can additionally improve model discriminability for unseen active load patterns. It can be applied in modeling unknown states of various dynamical systems, initially defined only by series of binary or inadequate input data, to improve the results.
DOI: 10.25549/examiner-c44-115951
title: Whiskey Flat days (Kernville), 1960

description: 4 images. Whiskey Flat days (Kernville), 28 January 1960. Can-Can girls; Nancy Witt; Alice Brockel; Pat Hed; Dorothy James; Joanne Gardner; Jack Ewing. ;Caption slip reads: "Photographer: Jensen. Assignment: Whiskey Flat days, Kernville. 74-75: Alice Brockel; Dorothy James; Pat Hed; Nancy Witt; Joanne Gardner; Jack Ewing. 37-38: Joanne Gardner; Nancy Witt; Pat Hed; Dorothy James; Alice Brockel."