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2019

A parallel and distributed stochastic gradient descent implementation using commodity clusters

Kennedy, R., Dec 1 2019, In : Journal of Big Data. 6, 1, 16.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Automated knowledge Base Construction

de Rijke, M. & van Harmelen, F., Feb 18 2019, In : Archived.

Research output: Contribution to journalArticle

Characterizing and predicting downloads in academic search

Li, X. & de Rijke, M., 2019, In : Information Processing and Management.

Research output: Contribution to journalArticle

4 Scopus citations

Data discovery paradigms: User requirements and recommendations for data repositories

Wu, M., Psomopoulos, F., de Waard, A. & Khalsa, S. J., Jan 1 2019, In : Data Science Journal. 18, 1, 3.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

HPCC Benchmarking

Ghatpande, R., Feb 1 2019, In : Archived.

Research output: Contribution to journalArticle

Integrating Semantic Knowledge to Tackle Zero-shot Text Classification

Gao, Y., Zhang, J. & Lertvittayakumjorn, P., May 1 2019, In : ARXIV.

Research output: Contribution to journalArticle

Investigating queries and search failures in academic search

Schijvenaars, B., de Rijke, M. & Li, X., 2019, In : Information Processing and Management.

Research output: Contribution to journalArticle

Journals’ instructions to authors: A cross-sectional study across scientific disciplines

Malički, M., Aalbersberg, IJ. J., Bouter, L. & ter Riet, G., Sep 5 2019, In : PLoS ONE. 14, 9, p. e0222157 e0222157.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Personalised Reranking of Paper Recommendations Using Paper Content and User Behavior

Li, X., Chen, Y., Pettit, B. & de Rijke, M., 2019, In : ACM Transactions on Information Systems.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Understanding data search as a socio-technical practice

Gregory, K. M., Cousijn, H., Groth, P., Scharnhorst, A. & Wyatt, S., Jan 1 2019, In : Journal of Information Science.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations
2018

Coloring citations for scholars: investigating palettes

Di Iorio, A., Mar 1 2018, In : Archived.

Research output: Contribution to journalArticle

Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction

Zhang, J. & Gao, Y., 2018, In : Journal of the ACM.

Research output: Contribution to journalArticle

2 Scopus citations

Eleven quick tips for finding research data

Khalsa, S. J., Michener, W., Psomopoulos, F. & Wu, M., Apr 1 2018, In : PLOS Computational Biology.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Finding better active learners for faster literature reviews

Menzies, T., Jan 1 2018, In : Empirical Software Engineering.

Research output: Contribution to journalArticle

9 Scopus citations

Novelty Goes Deep: A Deep Neural Solution to Document Level Novelty Detection

Chivukula, S. S. S. K., May 1 2018, In : Association for Computational Linguistics.

Research output: Contribution to journalArticle

The exploration of the chemical space and its three historical regimes

Restrepo, G., 2018, In : PNAS.

Research output: Contribution to journalArticle

2017

A Concept Language Model for Ad-Hoc Search.

Zou, B., Lampos, V., Liang, S., Ren, Z., Yilmaz, E. & Cox, I., 2017, In : WWW '17 Companion Proceedings of the 26th International Conference on World Wide Web Companion. p. 885-886

Research output: Contribution to journalArticle

2 Scopus citations

Automation of route identification and optimisation based on data-mining and chemical intuition

Lapkin, A., May 1 2017, In : Faraday Discussions.

Research output: Contribution to journalArticle

11 Scopus citations

Challenges and Opportunities for detecting and measuring diffusion of scientific impact across heterogeneous altmetric sources

Davis, B., Hulpus, I. & Hayes, C., Aug 1 2017, In : Archived.

Research output: Contribution to journalArticle

Distributed similarity joins on big textual data: Toward a robust cost-based framework

Fier, F. & Freytag, J-C., Jun 1 2017, In : CEUR Workshop Proceedings.

Research output: Contribution to journalArticle

Do Topic Shift and Query Reformulation Patterns Correlate in Academic Search?

Li, X. & de Rijke, M., 2017, In : European Conference on Information Retrieval.

Research output: Contribution to journalArticle

4 Scopus citations

Half a Century of Analysis of Instructions to Authors: Systematic Review

Malički, M., Jerončić, A., Bouter, L., Aalbersberg, IJ. J. & ter Riet, G., 2017, In : PEEREWIC.

Research output: Contribution to journalArticle

Inferring Dynamic User Interests in Streams of Short Texts for User Clustering

Liang, S., Ren, Z., Zhao, Y., Ma, J., Yilmaz, E. & de Rijke, M., 2017, In : ACM Transactions on Information Systems. p. 1-37 10.

Research output: Contribution to journalArticle

16 Scopus citations

Large-scale distributed L-BFGS

Najafabadi, M. M., Koshgoftaar, T. M., Villanustre, F. & Holt, J., 2017, In : Journal of Big Data.

Research output: Contribution to journalArticle

4 Scopus citations

Learning Text to Image Synthesis with Textual Data Augmentation

Dong, H., Zhang, J., McIlwraith, D. & Guo, Y., 2017, In : ARXIV.

Research output: Contribution to journalArticle

Mapreduce frameworks: Comparing hadoop and HPCC

Fier, F. & Freytag, J-C., Jun 1 2017, In : CEUR Workshop Proceedings.

Research output: Contribution to journalArticle

Modelling Chemical Reasoning to Predict and Invent Reactions

Segler, M. & Waller, M., Feb 1 2017, In : Wiley Online Library.

Research output: Contribution to journalArticle

54 Scopus citations

Multi-Task learning of keyphrase boundary classification

Augenstein, I. & Sogaard, A., 2017, In : Association for Computational Linguistics.

Research output: Contribution to journalArticle

Open Access
14 Scopus citations

Neural‐Symbolic Machine Learning for Retrosynthesis and Reaction Prediction

Segler, M. & Waller, M., Jan 1 2017, In : Chemistry - A European Journal. 23, 25, p. 5966-5971 6 p.

Research output: Contribution to journalArticle

93 Scopus citations

Optimizing Ranking Systems by Direct Interaction with Users

Oosterhuis, H. & Rijke, M., Jul 1 2017, In : Archived.

Research output: Contribution to journalArticle

Planning chemical syntheses with deep neural networks and symbolic AI

Segler, M., Segler, M., Preuss, M. & Waller, M., Jan 1 2017, In : Nature. International journal of science.

Research output: Contribution to journalArticle

ReproZip: Computational Reproducibility With Ease

Chirigati, F., Jun 1 2017, In : Sigmod '16.

Research output: Contribution to journalArticle

32 Scopus citations

Search Result Diversification in Short Text Streams

Liang, S., Yilmaz, E., Shen, H., de Rijke, M. & Croft, W. B., 2017, In : ACM Transactions on Information Systems.

Research output: Contribution to journalArticle

13 Scopus citations

SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

Augenstein, I., Das, M., Riedel, S., Vikraman, L. & McCallum, A., 2017, In : ARXIV.

Research output: Contribution to journalArticle

Set Similarity Joins on MapReduce: An Experimental Survey

Fier, F. & Freytag, J-C., Dec 1 2017, In : Very Large Data Base Endowment Inc..

Research output: Contribution to journalArticle

15 Scopus citations

Sophia: An Altmetric Prototype

Davis, B., Aug 1 2017, In : The Insight Journal.

Research output: Contribution to journalArticle

Statistics of the network of organic chemistry

Lapkin, A., Jan 1 2017, In : Reaction Chemistry & Engineering.

Research output: Contribution to journalArticle

The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation

Mo, Y., Liu, F., McIlwraith, D., Yang, G., Zhang, J. & Guo, Y., 2017, In : ARXIV.

Research output: Contribution to journalArticle

Towards automation of chemical process route selection based on data mining

Lapkin, A., Apr 1 2017, In : Green Chemistry.

Research output: Contribution to journalArticle

11 Scopus citations

Trilogy: Data placement to improve performance and robustness of cloud computing

Hsu, C-J., Freeh, V. W. & Villanustre, F., 2017, In : IEEE Software.

Research output: Contribution to journalArticle

3 Scopus citations
2016

Distantly supervised Web relation extraction for knowledge base population

Augenstein, I., Maynard, D. & Ciravegna, F., Jan 1 2016, In : Semantic Web. 7, 4, p. 335-349 15 p.

Research output: Contribution to journalArticle

Open Access
16 Scopus citations
2004

Exploring Large Document Repositories with RDF Technology: The DOPE Project

Stuckenschmidt, H., Van Harmelen, F., De Waard, A., Tony, S., Bhogal, R., Van Buel, J., Crowlesmith, I., Fluit, C., Kampman, A., Broekstra, J. & Van Mulligen, E., Jan 1 2004, In : IEEE Intelligent Systems. 19, 3, p. 34-40 7 p.

Research output: Contribution to journalArticle

37 Scopus citations