Professor Nello Cristianini

B.Sc.(Trieste), Ph.D.(Bristol)

  • BS8 1UB

19982019

Research output per year

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Research Output

2019

Can Machines Read our Minds?

Burr, C. & Cristianini, N., 27 Mar 2019, In : Minds and Machines. 34 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
690 Downloads (Pure)

History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora

Lansdall-Welfare, T. & Cristianini, N., 1 Jun 2019, In : Digital Scholarship in the Humanities. 14 p., fqy077.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
30 Downloads (Pure)

Machine Decisions and Human Consequences

Scantamburlo, T., Charlesworth, A. & Cristianini, N., 2019, Algorithmic Regulation. Yeung, K. & Lodge, M. (eds.). Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

On social machines for algorithmic regulation

Cristianini, N. & Scantamburlo, T., 10 Oct 2019, In : AI and Society. 18 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
147 Downloads (Pure)

Seasonal variation in antidepressant prescriptions, environmental light and web queries for seasonal affective disorder

Lansdall-Welfare, T., Lightman, S. & Cristianini, N., 1 Aug 2019, In : British Journal of Psychiatry. 215, 2, p. 481-484 4 p.

Research output: Contribution to journalArticle (Academic Journal)

1 Citation (Scopus)
2018

An Analysis of the Interaction Between Intelligent Software Agents and Human Users

Burr, C., Cristianini, N. & Ladyman, J., 1 Dec 2018, In : Minds and Machines. 28, 4, p. 735-774 40 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
10 Citations (Scopus)
409 Downloads (Pure)

Biased Embeddings from Wild Data: Measuring, Understanding and Removing

Sutton, A., Lansdall-Welfare, T. & Cristianini, N., 5 Oct 2018, Advances in Intelligent Data Analysis XVII : 17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings. Springer, Cham, p. 328-339 12 p. (Lecture Notes in Computer Science; vol. 11191).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
101 Downloads (Pure)

Detecting Shifts in Public Opinion: A Big Data Study of Global News Content

Sudhahar, S. & Cristianini, N., 5 Oct 2018, Advances in Intelligent Data Analysis XVII : 17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings. Springer, Cham, p. 316-327 11 p. (Lecture Notes in Computer Science; vol. 11191).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
100 Downloads (Pure)

Diurnal variations of psychometric indicators in Twitter content

Dzogang, F., Lightman, S. & Cristianini, N., 20 Jun 2018, In : PLoS ONE. 13, 6, 18 p., e019700.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
6 Citations (Scopus)
255 Downloads (Pure)

Fact Checking from Natural Text with Probabilistic Soft Logic

Bindris, N., Sudhahar, S. & Cristianini, N., 5 Oct 2018, Advances in Intelligent Data Analysis XVII : 17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings. Springer, Cham, p. 52-61 10 p. (Lecture Notes in Computer Science; vol. 11191).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
122 Downloads (Pure)

Large-scale content analysis of historical newspapers in the town of Gorizia 1873–1914

Cristianini, N., Lansdall-Welfare, T. & Dato, G., 26 Mar 2018, In : Historical Methods. 26 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
3 Citations (Scopus)
141 Downloads (Pure)

Right for the Right Reason: Training Agnostic Networks

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 5 Oct 2018, Advances in Intelligent Data Analysis XVII : 17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings. Springer, Cham, p. 164-174 11 p. (Lecture Notes in Computer Science; vol. 11191).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
104 Downloads (Pure)
2017

Change-Point Analysis of the Public Mood in UK Twitter during the Brexit Referendum

Lansdall-Welfare, T., Dzogang, F. & Cristianini, N., 2 Feb 2017, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW 2016). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
12 Citations (Scopus)
589 Downloads (Pure)

Circadian mood variations in Twitter content

Cristianini, N., Dzogang, F. & Lightman, S., 2017, In : Brain and Neuroscience Advances.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
247 Downloads (Pure)

Content Analysis of 150 Years of British Periodicals

Lansdall-Welfare, T., Sudhahar, S., Thompson, J., Lewis, J., The FindMyPast Newspaper Team & Cristianini, N., 24 Jan 2017, In : Proceedings of the National Academy of Sciences of the United States of America. 114, 4, p. E457-E465 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
26 Citations (Scopus)
483 Downloads (Pure)

Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 4 Oct 2017, Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Adams, N., Tucker, A. & Weston, D. (eds.). Springer, p. 138-148 11 p. (Lecture Notes in Computer Science; vol. 10584).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
232 Downloads (Pure)

Gender classification by deep learning on millions of weakly labelled images

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 2 Feb 2017, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE Computer Society, p. 462-467 6 p. 7836703. (Proceedings of the International Conference on Data Mining Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
20 Citations (Scopus)
401 Downloads (Pure)

Seasonal Fluctuations in Collective Mood Revealed by Wikipedia Searches and Twitter Posts

Dzogang, F., Lansdall-Welfare, T. & Cristianini, N., 2 Feb 2017, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW 2016). Institute of Electrical and Electronics Engineers (IEEE), 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
8 Citations (Scopus)
305 Downloads (Pure)

Seasonal variation in collective mood via Twitter content and medical purchases

Cristianini, N., Dzogang, F., Lightman, S. & Goulding, J., 2017, Advances in Intelligent Data Analysis XVI.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950

Lansdall-Welfare, T., Sudhahar, S., Thompson, J. & Cristianini, N., 4 Oct 2017, Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Springer Berlin Heidelberg, Vol. 10584. p. 186-197 11 p. (Information Systems and Applications, incl. Internet/Web, and HCI).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
259 Downloads (Pure)
2016

Discovering Periodic Patterns in Historical News

Dzogang, F., Lansdall-Welfare, T., FindMyPast Newspaper Team & Cristianini, N., 8 Nov 2016, In : PLoS ONE. 11, 11, 18 p., e0165736.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
283 Downloads (Pure)

Time Series Analysis of Garment Distributions Via Street Webcam

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 25 Jul 2016, Image Analysis and Recognition: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings. Campilho, A. & Karray, F. (eds.). Springer, p. 765-773 8 p. (Lecture Notes in Computer Science; vol. 9730).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
314 Downloads (Pure)

Women Are Seen More than Heard in Online Newspapers

Jia, S., Lansdall-Welfare, T., Sudhahar, S., Carter, C. & Cristianini, N., 3 Feb 2016, In : PLoS ONE. 11, 2, 11 p., e0148434.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
22 Citations (Scopus)
301 Downloads (Pure)
2015

Automated analysis of the US presidential elections using Big Data and network analysis

Sudhahar, S., Veltri, G. A. & Cristianini, N., May 2015, In : Big Data and Society. 2, 1, p. 1-28 28 p.

Research output: Contribution to journalArticle (Academic Journal)

6 Downloads (Pure)

Learning to classify gender from four million images

Jia, S. & Cristianini, N., 1 Jun 2015, In : Pattern Recognition Letters. 58, p. 35-41 7 p.

Research output: Contribution to journalArticle (Academic Journal)

43 Citations (Scopus)

Measuring Gender Bias in News Images

Jia, S., Lansdall-Welfare, T. & Cristianini, N., May 2015, WWW '15 Companion Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery (ACM), p. 893-898

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

5 Citations (Scopus)

Network analysis of narrative content in large corpora

Sudhahar, S., De Fazio, G., Franzosi, R. & Cristianini, N., 1 Jan 2015, In : Natural Language Engineering. 21, 1, p. 81-112 32 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
11 Citations (Scopus)
346 Downloads (Pure)

Scalable Preference Learning from Data Streams

Dzogang, F., Lansdall-Welfare, T., Sudhahar, S. & Cristianini, N., May 2015, WWW '15 Companion Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery (ACM), p. 885-890

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

1 Citation (Scopus)
2014

On the Coverage of Science in the Media: A Big Data Study on the Impact of the Fukushima Disaster

Lansdall-Welfare, T., Sudhahar, S., Veltri, G. A. & Cristianini, N., Oct 2014, Big Data (Big Data), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 60-66 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

13 Citations (Scopus)
2013

Automated analysis of narrative content for digital humanities

Sudhahar, S. & Cristianini, N., 19 Jun 2013, In : International Journal of Advanced Computer Science.

Research output: Contribution to journalArticle (Academic Journal)

Automatic Annotation of a Dynamic Corpus by Label Propagation

Lansdall-Welfare, T., Flaounas, I. & Cristianini, N., 2013, Mathematical Methodologies in Pattern Recognition and Machine Learning. Springer Berlin Heidelberg, p. 19-32

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

Research Methods in the Age of Digital Journalism: Massive-scale automated analysis of news-content: topics, style and gender

Flaounas, I., Ali, O., Lansdall-Welfare, T., De Bie, T., Mosdell, N., Lewis, J. & Cristianini, N., 2013, In : Digital Journalism. 1, 1

Research output: Contribution to journalArticle (Academic Journal)

44 Citations (Scopus)
2012

Effects of the Recession on Public Mood in the UK

Lansdall-Welfare, T., Lampos, V. & Cristianini, N., Apr 2012, Mining Social Network Dynamics (MSND) session on Social Media Applications in News and Entertainment (SMANE) at WWW '12. Association for Computing Machinery (ACM), p. 1221 - 1226 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

50 Citations (Scopus)

ElectionWatch: Detecting Patterns In News Coverage of US Elections

Sudhahar, S., Lansdall-Welfare, T., Flaounas, I. & Cristianini, N., 2012, Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL). p. 82 86 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

5 Citations (Scopus)

Learning to Translate: a statistical and computational analysis

Turchi, M., De Bie, T. E. P., goutte, C. & Cristianini, N., 2012, In : Advances in Artificial Intelligence. 1, 15 p., 484580.

Research output: Contribution to journalArticle (Academic Journal)

Modelling and predicting news popularity

Hensinger, E., Flaounas, I. & Cristianini, N., Dec 2012, In : Pattern Analysis and Applications.

Research output: Contribution to journalArticle (Academic Journal)

13 Citations (Scopus)

Quantitative Narrative Analysis of US Elections in International News Media

Sudhahar, S., Lansdall-Welfare, T., Flaounas, I. & Cristianini, N., 20 Sep 2012.

Research output: Contribution to conferenceConference Paper

Scalable corpus annotation by graph construction and label propagation

Lansdall-Welfare, T., Flaounas, I. & Cristianini, N., 2012, International Conference on Pattern Recognition Applications and Methods.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

3 Citations (Scopus)
2011

Automating quantitative narrative analysis of news data

Sudhahar, S., Franzosi, R. & Cristianini, N., 21 Oct 2011.

Research output: Contribution to conferenceConference Paper

Celebrity Watch: Browsing News Content by Exploiting Social Intelligence

Ali, O., Flaounas, I., De Bie, T. & Cristianini, N., 2011, Machine Learning and Knowledge Discovery in Databases (ECML PKDD). Springer Verlag, p. 613 616 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Learning Readers' News Preferences with Support Vector Machines

Hensinger, E., Flaounas, I. & Cristianini, N., 2011, In : Proceedings of 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2011. p. 322-331

Research output: Contribution to journalArticle (Academic Journal)

1 Citation (Scopus)

NOAM: News Outlets Analysis and Monitoring Systeml

Flaounas, I., Ali, O. A., Turchi, M., Snowsill, T. M., Nicart, F., De Bie, T. & Cristianini, N., Jun 2011, ACM SIGMOD/PODS Conference, Athens, Greece, June 12-16 2011. Association for Computing Machinery (ACM), p. 1275-1278 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

28 Citations (Scopus)

Nowcasting Events from the Social Web with Statistical Learning

Lampos, V. & Cristianini, N., Sep 2011, In : ACM Transactions on Intelligent Systems and Technology. 3, 4, 22 p., 72.

Research output: Contribution to journalArticle (Academic Journal)

124 Citations (Scopus)

Refining causality: who copied from whom?

Snowsill, TM., Fyson, NRC., Tijl De, B. & Cristianini, N., 2011, The 17th ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD). 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

30 Citations (Scopus)
2010

Are we there yet?

Cristianini, N., May 2010, In : Neural Networks. 23 (issue 4), p. 466 - 470

Research output: Contribution to journalArticle (Academic Journal)

7 Citations (Scopus)

Automating News Content Analysis: An Application to Gender Bias and Readability

Ali, OA., Flaounas, I., De Bie, T., Nick, M., Justin, L. & Cristianini, N., Sep 2010, Unknown.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Automating News Content Analysis: An Application to Gender Bias and Readability

Ali, O., Flaounas, I., Bie, T. D., Mosdell, N., Lewis, J. & Cristianini, N., Sep 2010, Proceedings of the First Workshop on Applications of Pattern Analysis (WAPA 2010): 1-3 September 2010, Cumberland Lodge, Windsor, UK. Massachusetts Institute of Technology (MIT) Press, p. 36-43 8 p. (JMLR Workshop and Conference Proceedings; vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Detecting events in a million New York Times articles

Snowsill, TM., Flaounas, I., Tijl De, B. & Cristianini, N., Oct 2010, Machine Learning and Knowledge Discovery in Databases (ECML/PKDD). Springer

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

3 Citations (Scopus)

Finding surprising patterns in textual data streams

Snowsill, TM., Florent, N., Marco, S., Tijl De, B. & Cristianini, N., 2010, Unknown. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

12 Citations (Scopus)

Flu detector - Tracking Epidemics on Twitter

Lampos, V., De Bie, T. & Cristianini, N., 18 Aug 2010, ECML PKDD 2010. Springer, p. 599 - 602 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

148 Citations (Scopus)