173:
Dobbie's research centers on machine learning, including data stream mining and adversarial attacks. The research group that she heads creates algorithms to be used in several application areas, such as "predicting peaks and troughs in COVID-19 cases, predicting dementia using routinely collected
40:
193:
Jacky W. W. Wan and
Gillian Dobbie. 2003. Extracting association rules from XML documents using XQuery. In Proceedings of the 5th ACM international workshop on Web information and data management (WIDM '03). ACM, New York, NY, USA, 94–97.
205:, Patricia Riddle, Saeed Ur Rehman, Research on particle swarm optimization based clustering: A systematic review of literature and techniques, Swarm and Evolutionary Computation, Volume 17, 2014, Pages 1–13, ISSN 2210-6502, (
356:
460:
485:
475:
282:
181:
111:
70:
29:
470:
465:
455:
450:
445:
440:
357:
https://royalsociety.org.nz/what-we-do/funds-and-opportunities/marsden/about/marsden-fund-council/professor-gillian-dobbie/
294:
369:
177:
She says she is "keen to work with people who have a tricky problem they would like to solve using machine learning."
480:
128:
174:
data, monitoring critical and/or remote sensors, and detecting and defending against various adversarial attacks."
124:
167:
281:
University of
Auckland: New school to fuel NZ technology industry, New Zealand Herald 30 September 2015,
331:
283:
http://www.nzherald.co.nz/university-of-auckland/news/article.cfm?c_id=1503679&objectid=11520780
60:
310:
Design of a monitor for the debugging and development of multiprocessing process control systems
145:
Design of a monitor for the debugging and development of multiprocessing process control systems
435:
120:
95:
159:
123:
and the
Director of the Auckland ICT Graduate School. She is also a visiting professor at
8:
397:
295:"Advisory Board | Faculty of Engineering | Victoria University of Wellington"
116:
140:
420:
313:
257:
406:
206:
155:
415:
232:
401:
429:
202:
195:
163:
317:
162:. She convenes the Mathematical and Information Sciences panel for the
410:
151:
39:
312:(Masters thesis). Massey Research Online, Massey University.
233:"Professor Gill Dobbie – The University of Auckland"
427:
143:, completed in 1987 with a dissertation titled,
207:https://dx.doi.org/10.1016/j.swevo.2014.02.001
461:Academic staff of the University of Auckland
486:Fellows of the Royal Society of New Zealand
332:"Gillian Dobbie – Google Scholar Citations"
324:
182:Fellow of the Royal Society of New Zealand
71:Fellow of the Royal Society of New Zealand
38:
227:
225:
223:
196:https://dx.doi.org/10.1145/956699.956720
421:DBLP references page for Gillian Dobbie
250:
154:, stream data mining, keyword queries,
476:20th-century New Zealand women writers
428:
349:
307:
220:
275:
355:Royal Society, Marsden Fund Panel, (
13:
139:Dobbie has a master's degree from
14:
497:
391:
187:
129:Victoria University of Wellington
127:and on the advisory board of the
150:Her main research interests are
134:
125:National University of Singapore
471:New Zealand non-fiction writers
466:New Zealand computer scientists
362:
301:
287:
258:"Gillian Dobbie LinkedIn Page"
180:In 2022, Dobbie was elected a
16:New Zealand computer scientist
1:
456:21st-century women scientists
451:20th-century women scientists
213:
201:Shafiq Alam, Gillian Dobbie,
446:New Zealand women scientists
119:. She is a professor at the
7:
441:New Zealand women academics
10:
502:
374:Royal Society Te Apārangi
168:New Zealand Royal Society
101:
91:
83:
76:
66:
54:
46:
37:
23:
481:Massey University alumni
400:publications indexed by
308:Dobbie, Gillian (1987).
108:Gillian Christine Dobbie
61:University of Melbourne
416:Institutional Homepage
121:University of Auckland
96:University of Auckland
336:scholar.google.co.nz
160:software engineering
370:"View our fellows"
117:computer scientist
237:cs.auckland.ac.nz
141:Massey University
115:is a New Zealand
105:
104:
78:Scientific career
58:Massey University
493:
385:
384:
382:
380:
366:
360:
353:
347:
346:
344:
342:
328:
322:
321:
305:
299:
298:
291:
285:
279:
273:
272:
270:
268:
254:
248:
247:
245:
243:
229:
114:
87:Computer science
42:
32:
21:
20:
501:
500:
496:
495:
494:
492:
491:
490:
426:
425:
394:
389:
388:
378:
376:
368:
367:
363:
354:
350:
340:
338:
330:
329:
325:
306:
302:
293:
292:
288:
280:
276:
266:
264:
256:
255:
251:
241:
239:
231:
230:
221:
216:
190:
156:data management
137:
110:
59:
55:Alma mater
33:
28:
26:
17:
12:
11:
5:
499:
489:
488:
483:
478:
473:
468:
463:
458:
453:
448:
443:
438:
424:
423:
418:
413:
407:Gillian Dobbie
404:
402:Google Scholar
398:Gillian Dobbie
393:
392:External links
390:
387:
386:
361:
348:
323:
300:
286:
274:
249:
218:
217:
215:
212:
211:
210:
199:
189:
188:Selected works
186:
136:
133:
103:
102:
99:
98:
93:
89:
88:
85:
81:
80:
74:
73:
68:
64:
63:
56:
52:
51:
48:
44:
43:
35:
34:
27:
25:Gillian Dobbie
24:
15:
9:
6:
4:
3:
2:
498:
487:
484:
482:
479:
477:
474:
472:
469:
467:
464:
462:
459:
457:
454:
452:
449:
447:
444:
442:
439:
437:
436:Living people
434:
433:
431:
422:
419:
417:
414:
412:
408:
405:
403:
399:
396:
395:
375:
371:
365:
358:
352:
337:
333:
327:
319:
315:
311:
304:
296:
290:
284:
278:
263:
259:
253:
238:
234:
228:
226:
224:
219:
208:
204:
200:
197:
192:
191:
185:
183:
178:
175:
171:
169:
165:
161:
157:
153:
148:
146:
142:
135:Life and work
132:
130:
126:
122:
118:
113:
109:
100:
97:
94:
90:
86:
82:
79:
75:
72:
69:
65:
62:
57:
53:
49:
45:
41:
36:
31:
22:
19:
377:. Retrieved
373:
364:
351:
339:. Retrieved
335:
326:
309:
303:
289:
277:
265:. Retrieved
262:linkedin.com
261:
252:
240:. Retrieved
236:
203:Yun Sing Koh
179:
176:
172:
164:Marsden Fund
149:
144:
138:
107:
106:
92:Institutions
77:
18:
318:10179/14221
50:New Zealand
47:Nationality
430:Categories
214:References
379:29 August
411:LinkedIn
341:6 August
267:6 August
242:6 August
152:big data
166:of the
158:, and
84:Fields
67:Awards
112:FRSNZ
30:FRSNZ
381:2023
343:2017
269:2017
244:2017
409:on
314:hdl
147:.
432::
372:.
334:.
260:.
235:.
222:^
184:.
170:.
131:.
383:.
359:)
345:.
320:.
316::
297:.
271:.
246:.
209:)
198:)
194:(
Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.