Jim Austin

5.2k citations
80 papers · 3.2k indexed · 1 hit paper · h-index 18

Impact in

    • Anomaly Detection Techniques and Applications
    • Imbalanced Data Classification Techniques
    • Data Stream Mining Techniques
    • Time Series Analysis and Forecasting

Papers in

Jim Austin

74 papers receiving 2.9k citations

Hit Papers

A Survey of Outlier Detection Methodologies 2004 · 2.1k citations
2.1k200420262011201850010001.5k2.0k

Peers

Jim Austin
Comparison fields: 5 of 185
  • Artificial Intelligence 1.8k
  • Signal Processing 494
  • Computer Vision and Pattern Recognition 572
  • Statistics and Probability 223
  • Computer Networks and Communications 583
Replace Joanna Hodge with:
Joanna Hodge United Kingdom
James Llinas United States
Chiranjib Bhattacharyya India
Michał Woźniak Poland
Ferat Sahin United States
Bianca Zadrozny United States
Cesare Alippi Italy
Ignacio Rojas Spain
Alexander Ihler United States
S. Lecœuche France
Jim Austin relative to Joanna Hodge United Kingdom Joanna Hodge's profile →
Citations per field
00.5×1.5×
Joanna Hodge · 1×
Citations per year

Countries citing papers authored by Jim Austin

Since Specialization
Citations

This map shows the geographic impact of Jim Austin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jim Austin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jim Austin more than expected).

Fields of papers citing papers by Jim Austin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jim Austin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jim Austin. The network helps show where Jim Austin may publish in the future.

Co-authors

The 25 scholars most cited alongside Jim Austin, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jim Austin Line = papers co-authored together Jim Austin links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20230
2 20191
3 20199
4 20150
5 20156
6 201439
7 20132
8 20128
9
On Identifying Spatial Traffic Patterns Using Advanced Pattern Matching Techniques
20106
10
Identifying perceptual structures in trademark images
20084
11 20062
12
Chemical similarity searching using a neural graph matcher.
20057
13
Hardware implementation of similarity functions.
200511
14
Face Recognition: A Comparison of Appearance-Based Approaches
200333
15
High frequency forecasting with associative memories.
20020
16
Novelty detection for strain-gauge degradation using maximally correlated components.
20027
17
An integrated neural IR system.
20014
18 200110
19
A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
199815
20
Segmentation and matching in infra-red airborne images using a binary neural network,"
19952

About Jim Austin

Jim Austin is a scholar working on Computer Vision and Pattern Recognition, Information Systems and Management, Artificial Intelligence, Signal Processing and Building and Construction, having authored 80 papers that have together received 3.2k indexed citations. Recurring topics across this work include Neural Networks and Applications (18 papers), Face and Expression Recognition (9 papers), Image Retrieval and Classification Techniques (9 papers), Advanced Image and Video Retrieval Techniques (9 papers), Face recognition and analysis (8 papers), Traffic Prediction and Management Techniques (8 papers), Anomaly Detection Techniques and Applications (7 papers) and Scientific Computing and Data Management (6 papers). The work is most often cited by research in Artificial Intelligence (1.8k citations), Signal Processing (494 citations), Computer Vision and Pattern Recognition (572 citations), Statistics and Probability (223 citations) and Computer Networks and Communications (583 citations). Jim Austin has collaborated with scholars based in United Kingdom, United States and Netherlands. Frequent co-authors include Joanna Hodge, Nick Pears, Zezhi Chen, David Willshaw, Stefan Wermter, Tom Jackson, Simon O’Keefe, Rajesh Krishnan, John Polak and Tim Kelly. Their work appears in journals such as Neural Networks, Neurocomputing, Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, IEEE Transactions on Biomedical Circuits and Systems and Neural Computing and Applications.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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