Research Output 2016 2019

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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
Cluster computing
Artificial intelligence
Communication
Deep learning
Gradient

Automated knowledge Base Construction

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

Research output: Contribution to journalArticle

Knowledge representation
Computer vision
Interfaces (computer)
Artificial intelligence
Data mining

Characterizing and predicting downloads in academic search

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

Research output: Contribution to journalArticle

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
Metadata
Search engines
Reusability
Application programming interfaces (API)
Interoperability

HPCC Benchmarking

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

Research output: Contribution to journalArticle

Cluster computing
Benchmarking
Engines
Processing
Emitter coupled logic circuits

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

Semantics

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
cross-sectional studies
Cross-Sectional Studies
Research
Transparency
Plagiarism

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

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
Productivity
productivity
discourse
interview
science
2018

Coloring citations for scholars: investigating palettes

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

Research output: Contribution to journalArticle

Coloring
Digital libraries

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

Traffic congestion

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
health monitoring
observatory
protein
gene
climate

Finding better active learners for faster literature reviews

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

Research output: Contribution to journalArticle

Learning algorithms
Medicine
Problem-Based Learning

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

Redundancy
Semantics
Neural networks

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

Information retrieval

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

Data mining
Identification (control systems)
Automation
Electric network analysis
Flowcharting

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

Blogs
Complex networks
Electric network analysis
Innovation

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

Data storage equipment
Costs

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

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

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

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

Recurrent neural networks
Birds
Computer vision
Artificial intelligence
Animals

Mapreduce frameworks: Comparing hadoop and HPCC

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

Research output: Contribution to journalArticle

Experiments

Modelling Chemical Reasoning to Predict and Invent Reactions

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

Research output: Contribution to journalArticle

Expert systems
Chemical reactions
Molecules

Multi-Task learning of keyphrase boundary classification

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

Research output: Contribution to journalArticle

Open Access
Recurrent neural networks
Labeling
Semantics

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

Learning systems
Expert systems
Organic Chemistry
Deep neural networks

Optimizing Ranking Systems by Direct Interaction with Users

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

Research output: Contribution to journalArticle

Websites
Industry

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

artificial intelligence
planning
routes
synthesis
organic chemistry

ReproZip: Computational Reproducibility With Ease

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

Research output: Contribution to journalArticle

Experiments
Computer operating systems
Packaging
Linux

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

Dynamic models
Sampling
Diversification
Experiments
Topic model

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

Knowledge Bases
Information Storage and Retrieval
Publications
Research Personnel
Population

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

Set theory
Experiments

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

Statistics
Graph theory
Complex networks
Molecules
Terpenes

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

Magnetic resonance imaging
Labeling
Availability
Imaging techniques
Deep learning

Towards automation of chemical process route selection based on data mining

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

Research output: Contribution to journalArticle

Data mining
Automation
Benzoic acid
Exergy
Feedstocks

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

Cloud computing
Throughput
Costs
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
Websites
Information use
Labels
Statistical methods
Classifiers