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Prof Peter Eklund

STAFF PROFILE

Position

Honorary Professor

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Off-Campus (Home)

Biography summary

Peter completed his PhD in Computer Science at Linköping University in 1991. He was first appointed Professor in 1998 at Griffith University and has served at the UQ, Wollongong and the IT University of Copenhagen before joining Deakin in 2018.

Career highlights

Elected Fellow of the Australian Computer Society in 2008. 2010 Winner of the Federal Government's Smart Infrastructure Award. 

Research interests

Distributed Systems, Intelligent Information Systems, Artificial Intelligence, Applied Lattice Theory. 

Teaching interests

Artificial Intelligence and Machine Learning, Databases, Introductory programing, Capstone Unit Coordinator 

Knowledge areas

Distributed Systems, Artificial Intelligence, Formal Concept Analysis, Cyber-physical systems. 

Publications

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2024

Omnidirectional Video Super-Resolution Using Deep Learning

A Agrahari Baniya, T Lee, P Eklund, S Aryal

(2024), Vol. 26, pp. 540-554, IEEE Transactions on Multimedia, C1

journal article

Frame Selection Using Spatiotemporal Dynamics and Key Features as Input Pre-processing for Video Super-Resolution Models

A Agrahari Baniya, T Lee, P Eklund, S Aryal

(2024), Vol. 5, SN Computer Science, C1

journal article
2023

An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation

C Xu, Y Qu, T Luan, P Eklund, Y Xiang, L Gao

(2023), Vol. 72, pp. 6584-6598, IEEE Transactions on Vehicular Technology, C1

journal article

Improving Trust in a (Trans)National Invoicing System: The Performance of Crash vs. Byzantine Fault Tolerance at Scale

Jonas Sogaard, Peter Eklund, Lasse Herskind, Jason Spasovski

(2023), Vol. 13, pp. 1-20, Applied Sciences, Basel, Switzerland, C1

journal article

Online Video Super-resolution using Information Replenishing Unidirectional Recurrent Model

A Agrahari Baniya, T Lee, P Eklund, S Aryal, A Robles-Kelly

(2023), Vol. 546, Neurocomputing, C1

journal article

Semantic Triple-Assisted Learning for Question Answering Passage Re-ranking

Dinesh Nagumothu, Bahadorreza Ofoghi, Peter Ekland

(2023), Vol. 14189, pp. 249-264, ICDAR 2023 : Proceedings of the International Conference on Document Analysis and Recognition, San Jose, California, E1

conference

Conceptual Scaling of RDFS Ontologies

J Kötters, P Eklund, S Schmidt

(2023), Vol. 3637, FOIS 2023 : Proceedings of the 13th International Conference on Formal Ontology in Information Systems 2023, Sherbrooke, Canada, E1

conference
2022

A Light-weight and Attack-Proof Bidirectional Blockchain Paradigm for Internet of Things

Chenhao Xu, Youyang Qu, Tom Luan, Peter Eklund, Yong Xiang, Longxiang Gao

(2022), pp. 1-13, IEEE Internet of Things Journal, Piscataway, N.J., C1

journal article

Audio based depression detection using Convolutional Autoencoder

S Sardari, B Nakisa, M Rastgoo, P Eklund

(2022), Vol. 189, pp. 1-13, Expert Systems with Applications, Amsterdam, The Netherlands, C1

journal article

STIFS: Spatio-Temporal Input Frame Selection for Learning-based Video Super-Resolution Models

A Agrahari Baniya, T Lee, P Eklund, S Aryal

(2022), SIGMAP 2022 : Proceedings of the Signal Processing and Multimedia Applications conference 2022, Lisbon, Portugal, E1

conference

PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora

Dinesh Nagumothu, Bahadorreza Ofoghi, Guangyan Huang, Peter Eklund

(2022), pp. 350-359, CoNLL 2022 : Proceedings of the 26th Conference on Computational Natural Language Learning, Abu Dhabi, United Arab Emirates, E1

conference
2021

A survey of pre-processing techniques to improve short-text quality: a case study on hate speech detection on twitter

U Naseem, I Razzak, P Eklund

(2021), Vol. 80, pp. 35239-35266, Multimedia Tools and Applications, C1

journal article

COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis

U Naseem, I Razzak, M Khushi, P Eklund, J Kim

(2021), Vol. 8, pp. 976-988, IEEE Transactions on Computational Social Systems, C1

journal article

Linked data triples enhance document relevance classification

D Nagumothu, P Eklund, B Ofoghi, M Bouadjenek

(2021), Vol. 11, Applied Sciences (Switzerland), C1

journal article

BAFL: An Efficient Blockchain-Based Asynchronous Federated Learning Framework

C Xu, Y Qu, P Eklund, Y Xiang, L Gao

(2021), pp. 1-6, ISCC 2021 : Proceedings of the 2021 IEEE Symposium on Computers and Communications, Athens, Greece, E1

conference
2020

Conjunctive query pattern structures: a relational database model for formal concept analysis

J Kotters, P Eklund

(2020), Vol. 273, pp. 144-171, Discrete applied mathematics, Amsterdam, The Netherlands, C1

journal article

A Syndicated Adaptive News-feed: The Energy Hub

D Nagumothu, P Eklund

(2020), pp. 1-4, ACSW 2020 : Proceedings of the Australasian Computer Science Week Multiconference, Melbourne, Victoria, E1

conference

Biomedical named-entity recognition by hierarchically fusing BioBERT representations and deep contextual-level word-embedding

Usman Naseem, Katarzyna Musial, Peter Eklund, Mukesh Prasad

(2020), pp. 1-8, IJCNN 2020 : Proceedings of the 2020 International Joint Conference on Neural Networks, Online from Glasgow, Scotland, E1

conference

Adopting Industry Agile Practices in Large-scale Capstone Education

Jean Schneider, Peter Eklund, Kevin Lee, Feifei Chen, Andrew Cain, Mohamed Abdelrazek

(2020), pp. 1-11, ICSE-SEET '20: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering Education and Training, Seoul, South Korea, E1

conference

Towards Improved Deep Contextual Embedding for the identification of Irony and Sarcasm

U Naseem, I Razzak, P Eklund, K Musial

(2020), pp. 1-7, IJCNN 2020 : Proceedings of the 2020 International Joint conference on Neural Networks, Online from Glasgow, Scotland, E1

conference
2019

Is national eHealth in Slovenia on track to be an open eHealth platform?

Mate Bestek, Peter Eklund

(2019), Vol. 15, pp. 3-13, European Journal for Biomedical Informatics, [online], C1

journal article

Navigating Context, Pathways and Relationships in Museum Collections using Formal Concept Analysis

Richard Cole, Frithjof Dau, Jon Ducrou, Peter Eklund, Tim Wray

(2019), pp. 5.13-5.27, International Journal for Digital Art History, Dresden, Germany, C1

journal article

GRANADA: relational database navigation and scaling

J Kötters, P Eklund

(2019), Vol. 2378, pp. 76-81, ICFCA 2019 : Proceedings of the Applications and Tools of Formal Concept Analysis Workshop of the15th International Conference on Formal Concept Analysis, Frankfurt, Germany, E1

conference

Factors that impact blockchain scalability

P Eklund, R Beck

(2019), pp. 126-133, MEDES 2019 : Proceedings of the 11th International Conference of Digital EcoSystems 12-14 November 2019, Limassol, Cyprus, Limassol, Cyprus, E1

conference

How blockchain impacts cloud-based system performance: a case study for a groupware communication application

Roman Beck, Peter Eklund, Jason Spasovski

(2019), pp. 265-274, ACIS : Proceedings of the 30th Australiasian Conference on Information Systems, Fremantle, W.A., E1

conference
2018

Towards an experiment on perception of affective music generation using MetaCompose

M Scirea, J Togelius, P Eklund, S Risi

(2018), pp. 131-132, GECCO 2018: Proceedings of the 2018 Genetic and Evolutionary Computation Conference, Kyoto, Japan, E1

conference

The theory and practice of coupling formal concept analysis to relational databases

J Kötters, P Eklund

(2018), pp. 69-80, FCA4AI 2018 : Proceedings of the 6th International Workshop "What can FCA do for Artificial Intelligence"?, Stockholm, Sweden, E1

conference

Evolving in-game mood-expressive music with MetaCompose

Marco Scirea, Peter Eklund, Julian Togelius, Sebastien Risi

(2018), AM 2018 : Proceedings of the 2018 Audio Mostly Conference on Sound in Immersion and Emotion, Wrexham, UK, E1

conference
2017

Affective evolutionary music composition with MetaCompose

M Scirea, J Togelius, P Eklund, S Risi

(2017), Vol. 18, pp. 433-465, Genetic programming and evolvable machines, New York, N.Y., C1-1

journal article

Can you feel it? Evaluation of affective expression in music generated by MetaCompose

M Scirea, P Eklund, J Togelius, S Risi

(2017), pp. 211-218, GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference, Berlin, Germany, E1-1

conference

Context and natural language in formal concept analysis

T Wray, P Eklund

(2017), Vol. 10257, pp. 343-355, CONTEXT 2017 : Proceedings of the 10th International and Interdisciplinary Conference, Paris, France, E1-1

conference

Proof of stake blockchain: performance and scalability for groupware communications

J Spasovski, P Eklund

(2017), pp. 251-258, MEDES 2017 : Proceedings of the 9th International Conference on Management of Digital EcoSystems, Bangkok, Thailand, E1-1

conference
2016

Scalable performance of FCbO update algorithm on museum data

T Wray, T Wray, J Outrata, J Outrata, P Eklund, P Eklund

(2016), Vol. 1624, pp. 363-374, CLA 2016 : Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, Moscow, Russia, E1-1

conference

Metacompose: a compositional evolutionary music composer

M Scirea, J Togelius, P Eklund, S Risi

(2016), Vol. 9596, pp. 202-217, EvoMUSART 2016 : Proceedings of the 5th International Conference, Porto, Portugal, E1-1

conference

Location privacy acceptance: attitudes to transport-based location-aware mobile applications on university campus

E Dou, P Eklund, U Gretzel

(2016), ACIS 2016: Proceedings of the 27th Australasian Conference on Information Systems, Wollongong, New South Wales, E1-1

conference
2014

Using formal concept analysis to create pathways through museum collections

T Wray, P Eklund

(2014), Vol. 1257, pp. 9-16, FCA4AI 2014 : Proceedings of the 3rd International Workshop "What can FCA do for Artificial Intelligence"? co-located with the European Conference on Artificial Intelligence 2014, Prague, Czech Republic, E1-1

conference

Learning diagnostic diagrams in transport-based data-collection systems

V Tran, P Eklund, C Cook

(2014), Vol. 8502, pp. 560-566, ISMIS 2014 : Proceedings of the 21st International Symposium on Methodologies for Intelligent Systems 2014, Roskilde, Denmark, E1-1

conference
2013

Location based context-aware services in a digital ecosystem with location privacy

P Eklund, J Thom, T Wray, E Dou

(2013), pp. 151-175, Cases on emerging information technology research and applications, Hershey, Pa., B1-1

book chapter

Pathways through information landscapes: alternative design criteria for digital art collections

T Wray, P Eklund, K Kautz

(2013), Vol. 3, pp. 1-21, ICIS 2013 : Reshaping society through information systems design : Proceedings of the 34th International Conference on Information Systems, Milan, Italy, E1-1

conference

Evolutionary simulation for a public transit digital ecosystem: a case study

V Tran, P Eklund, C Cook

(2013), pp. 25-32, MEDES'13 : Proceedings of the 5th International Conference on Management of Emergent Digital EcoSystems, Luxembourg, E1-1

conference

Ontology evolution for end-user communities

P Goodall, P Eklund

(2013), Vol. 1045, pp. 25-31, ISWC-DC 2013 : Proceedings of the Doctoral Consortium at the 12th International Semantic Web Conference, Sydney, N.S.W., E1-1

conference
2012

Design, information organisation and the evaluation of the Virtual Museum of the Pacific digital ecosystem

P Eklund, T Wray, P Goodall, A Lawson

(2012), Vol. 3, pp. 265-280, Journal of ambient intelligence and humanized computing, Berlin, Germany, C1-1

journal article

Concept similarity and related categories in information retrieval using formal concept analysis

P Eklund, J Ducrou, F Dau

(2012), Vol. 41, pp. 826-846, International journal of general systems, London, Eng., C1-1

journal article

Toward real-time decision making for bus service reliability

V Tran, P Eklund, C Cook

(2012), pp. 1098-1103, 2012 International Symposium on Communications and Information Technologies, ISCIT 2012, Gold Coast, QLD, E1-1

conference
2011

Location based context-aware services in a digital ecosystem with location privacy

P Eklund, J Thom, T Wray, E Dou

(2011), Vol. 13, pp. 49-68, Journal of cases on information technology, Hershey, Pa., C1-1

journal article

Exploring the information space of cultural collections using formal concept analysis

T Wray, P Eklund

(2011), Vol. 6628 LNAI, pp. 251-266, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Univ Nicosia, Nicosia, CYPRUS, E1-1

conference
2010

Information retrieval and social tagging for digital libraries using formal concept analysis

P Eklund, P Goodall, T Wray

(2010), RIVF 2010 : Proceedings of the 2010 IEEE RIVF International Conference on Computing and Communication Technologies: Research, Innovation and Vision for the Future, Hanoi, Vietnam, E1-1

conference

A survey of hybrid representations of concept lattices in conceptual knowledge processing

P Eklund, J Villerd

(2010), Vol. 5986, pp. 296-311, ICFCA 2010 : Proceedings of the 8th International Conference on Formal Concept Analysis 2010, Agadir, Morocco, E1-1

conference

The health service bus: An architecture and case study in achieving interoperability in healthcare

A Ryan, P Eklund

(2010), Vol. 160, pp. 922-926, Studies in Health Technology and Informatics, Cape Town, SOUTH AFRICA, E1-1

conference

Virtual museums and Web-based digital ecosystems

P Eklund, P Goodall, T Wray

(2010), pp. 141-146, 4th IEEE International Conference on Digital Ecosystems and Technologies - Conference Proceedings of IEEE-DEST 2010, DEST 2010, Dubai, United Arab Emirates, E1-1

conference
2009

Faceted Document Navigation

Jon Ducrou, Peter Eklund

(2009), pp. 245-272, Conceptual structures in practice, Boca-Raton, Fla., B1-1

book chapter

Designing the digital ecosystem of the Virtual Museum of the Pacific

P Eklund, P Goodall, T Wray, B Bunt, A Lawson, L Christidis, V Daniel, M Van Olffen

(2009), pp. 377-383, 2009 3rd IEEE International Conference on Digital Ecosystems and Technologies, DEST '09, Istanbul, TURKEY, E1-1

conference

Navigation and annotation with formal concept analysis (extended abstract)

P Eklund, J Ducrou

(2009), Vol. 5465, pp. 118-121, Knowledge Acquisition: Approaches, Algorithms and Applications: Pacific Rim Knowledge Acquisition Workshop, PKAW 2008, Hanoi, Vietnam, December 15-16, 2008, Revised Selected Papers, Hanoi, Vietnam, E1-1

conference

Folksonomy with practical taxonomy, a design for social metadata of the Virtual Museum of the Pacific

P Eklund, P Goodall, T Wray, V Daniel, M Van Olffen

(2009), pp. 112-117, 6th International Conference on Information Technology and Applications, ICITA 2009, Hanoi, Vietnam, E1-1

conference

Navigation and Annotation with Formal Concept Analysis

Peter Eklund, Jon Ducrou

(2009), Vol. 5465, pp. 118-121, Knowledge Acquisition: Approaches, Algorithms and Applications: Pacific Rim Knowledge Acquisition Workshop, PKAW 2008, Hanoi, Vietnam, December 15-16, 2008, Revised Selected Papers, Hanoi, Vietnam, E1-1

conference
2008

A diagrammatic reasoning system for the description logic ALC

F Dau, P Eklund

(2008), Vol. 19, pp. 539-573, Journal of visual languages and computing, Amsterdam, The Netherlands, C1-1

journal article

An intelligent user interface for browsing and searching MPEG-7 images using concept lattices

J Ducrou, P Eklund, T Wilson

(2008), Vol. 4923 LNAI, pp. 1-21, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hammamet, TUNISIA, E1-1

conference

An intelligent user interface for browsing and searching MPEG-7 images using concept lattices

J Ducrou, P Eklund

(2008), Vol. 19, pp. 359-381, International Journal of Foundations of Computer Science, Hammamet, TUNISIA, E1-1

conference

From concepts to concept lattice: A border algorithm for making covers explicit

B Martin, P Eklund

(2008), Vol. 4933 LNAI, pp. 78-89, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Montreal, CANADA, E1-1

conference

Concept similarity and related categories in SearchSleuth

F Dau, J Ducrou, P Eklund

(2008), Vol. 5113 LNAI, pp. 255-268, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Toulouse, FRANCE, E1-1

conference
2007

A diagrammatic reasoning system for ALC

F Dau, P Eklund

(2007), Vol. 4798 LNAI, pp. 39-51, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Melbourne, AUSTRALIA, E1-1

conference

Citation analysis using formal concept analysis: a case study in software engineering

T Tilley, P Eklund

(2007), pp. 545-549, DEXA 2007 : Proceedings of the 18th International Conference on Database and Expert Systems Applications, Regensburg, Germany, E1-1

conference

Semantology as basis for conceptual knowledge processing

P Eklund, R Wille

(2007), Vol. 4390 LNAI, pp. 18-38, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Clermont Ferrand, FRANCE, E1-1

conference

Custom asymmetric page split generalized index search trees and formal concept analysis

B Martin, P Eklund

(2007), Vol. 4390 LNAI, pp. 82-97, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Clermont Ferrand, FRANCE, E1-1

conference

Toward the interoperability of HL7 v3 and SNOMED CT: a case study modeling mobile clinical treatment

Amanda Ryan, Peter Eklund, Brett Esler

(2007), Vol. 129, pp. 626-630, MEDINFO 2007 : Building sustainable health systems : Proceedings of the 12th World Congress on Health (Medical) Informatics, Brisbane, Qld., E1-1

conference
2006

RDF-based peer-to-peer based ontology editing

P Becker, P Eklund, N Roberts

(2006), Vol. 4, pp. 50-55, Journal of digital information management, Tamil Nadu, India, C1-1

journal article

Browsing and searching MPEG-7 images using formal concept analysis

J Ducrou, P Eklund

(2006), pp. 317-322, Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2006, Innsbruck, AUSTRIA, E1-1

conference

Asymmetric page split generalized index search trees for formal concept analysis

B Martin, P Eklund

(2006), Vol. 4203 LNAI, pp. 218-227, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bari, ITALY, E1-1

conference

FCA-based browsing and searching of a collection of images

J Ducrou, B Vormbrock, P Eklund

(2006), Vol. 4068 LNAI, pp. 203-214, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Aalborg Univ, Aalborg, DENMARK, E1-1

conference

Automated layout of small lattices using layer diagrams

R Cole, J Ducrou, P Eklund

(2006), Vol. 3874 LNAI, pp. 291-305, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Dresden, GERMANY, E1-1

conference

Spatial indexing for scalability in FCA

B Martin, P Eklund

(2006), Vol. 3874 LNAI, pp. 205-220, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Dresden, GERMANY, E1-1

conference
2005

A survey of formal concept analysis support for software engineering activities

Thomas Tilley, Richard Cole, Peter Becker, Peter Eklund

(2005), Vol. 3626, pp. 250-271, Formal Concept Analysis : Foundations and Applications, Heidelberg, Germany, B1-1

book chapter

Evaluation of concept lattices in a web-based mail browser

S Domingo, P Eklund

(2005), Vol. 3596 LNAI, pp. 281-294, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Kassel, GERMANY, E1-1

conference

Dynamic schema navigation using formal concept analysis

J Ducrou, B Wormuth, P Eklund

(2005), Vol. 3589, pp. 398-407, Lecture Notes in Computer Science, Copenhagen, DENMARK, E1-1

conference

D-SIFT: A dynamic simple intuitive FCA tool

J Ducrou, B Wormuth, P Eklund

(2005), Vol. 3596 LNAI, pp. 295-306, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Kassel, GERMANY, E1-1

conference

Combining spatial and lattice-based information landscapes

J Ducrou, P Eklund

(2005), Vol. 3403, pp. 64-78, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), Lens, FRANCE, E1-1

conference

Restructuring help systems using Formal Concept Analysis

P Eklund, B Wormuth

(2005), Vol. 3403, pp. 129-144, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), Lens, FRANCE, E1-1

conference

Peer-to-peer based ontology editing

P Decker, P Eklund, N Roberts

(2005), Vol. 2005, pp. 259-264, Proceedings - International Conference on Next Generation Web Services Practices, NWeSP 2005, Chung Ang Univ, Seoul, SOUTH KOREA, E1-1

conference
2004

Concept lattices for information visualization: Can novices read line-diagrams?

P Eklund, J Ducrou, P Brawn

(2004), Vol. 2961, pp. 57-73, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), Sydney, AUSTRALIA, E1-1

conference
2003

A study of parameter values for a Mahalanobis Distance fuzzy classifier

P Deer, P Eklund

(2003), Vol. 137, pp. 191-213, Fuzzy sets and systems, Amsterdam, The Netherlands, C1-1

journal article

Document retrieval for e-mail search and discovery using formal concept analysis

R Cole, P Eklund, G Stumme

(2003), Vol. 17, pp. 257-280, Applied artificial intelligence, Abingdon, Eng., C1-1

journal article
2002

A measurement theory perspective for MCDM

F Modave, P Eklund

(2002), Vol. 3, pp. 1068-1071, Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Victoria, E1-1

conference

Selecting parameter values for mahalanobis distance fuzzy classifiers

P Deer, P Eklund

(2002), Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Victoria, E1-1

conference

OntoRama: Browsing RDF ontologies using a hyperbolic-style browser

P Eklund, N Roberts, S Green

(2002), pp. 405-411, Proceedings - 1st International Symposium on Cyber Worlds, CW 2002, TOKYO, JAPAN, E1-1

conference

Structured ontology and information retrieval for email search and discovery

P Eklund, R Cole

(2002), Vol. 2366 LNAI, pp. 75-84, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), LYON, FRANCE, E1-1

conference

Spatial knowledge and cyberworlds

P Eklund, H Akamatsu

(2002), pp. 32-37, Proceedings - 1st International Symposium on Cyber Worlds, CW 2002, TOKYO, JAPAN, E1-1

conference
2001

A distributed spatial architecture for bush fire simulation

P Eklund

(2001), Vol. 15, pp. 363-378, International journal of geographical information science, Abingdon, Eng., C1-1

journal article

Browsing semi-structured Web texts using formal concept analysis

R Cole, P Eklund

(2001), Vol. 2120, pp. 319-332, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), STANFORD, CA, E1-1

conference

Large-scale cooperatively-built KBs

P Martin, P Eklund

(2001), Vol. 2120, pp. 231-244, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), STANFORD, CALIFORNIA, E1-1

conference
2000

A contextual-logic extension of TOSCANA

P Eklund, B Groh, G Stumme, R Wille

(2000), Vol. 1867, pp. 453-467, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), DARMSTADT, GERMANY, E1-1

conference

Logic-based networks: Concept graphs and conceptual structures

P Eklund

(2000), Vol. 1867, pp. 399-420, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), DARMSTADT, GERMANY, E1-1

conference

CEM-A program for visualization and discovery in email

R Cole, P Eklund, G Stumme

(2000), Vol. 1910, pp. 367-374, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference
1999

Embedding knowledge in Web documents

P Martin, P Eklund

(1999), Vol. 31, pp. 1403-1419, Computer Networks, Amsterdam, The Netherlands, C1-1

journal article

Scalability in formal concept analysis

R Cole, P Eklund

(1999), Vol. 15, pp. 11-26, Computational intelligence, Chichester, Eng., C1-1

journal article

Algorithms for creating relational power context families from conceptual graphs

B Groh, P Eklund

(1999), Vol. 1640, pp. 389-400, ICCS'99 : Proceedings of the 7th International Conference on Conceptual Structures, Blacksburg, Va., E1-1

conference

Analyzing an email collection using formal concept analysis

R Cole, P Eklund

(1999), Vol. 1704, pp. 309-315, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), UNIV ECON, LAB INTELLIGENT SYST, PRAGUE, CZECH REPUBLIC, E1-1

conference

Webkb and the sisyphus-i problem

P Martin, P Eklund

(1999), Vol. 1640, pp. 315-333, ICCS'99 : Proceedings of the 7th International Conference on Conceptual Structures, Blacksburg, Va., E1-1

conference

Embedding knowledge in web documents: CGs versus XML-based metadata languages

P Martin, P Eklund

(1999), Vol. 1640, pp. 230-246, ICCS’99 : Proceedings of the 7th International Conference on Conceptual Structures, Blacksburg, Va., E1-1

conference

Embedding knowledge in Web documents

P Martin, P Eklund

(1999), Vol. 31, pp. 325-341, PROCEEDINGS OF THE EIGHTH INTERNATIONAL WORLD WIDE WEB CONFERENCE, TORONTO, CANADA, E1-1

conference
1998

Data mining and soil salinity analysis

P Eklund, S Kirkby, A Salim

(1998), Vol. 12, pp. 247-268, International journal of geographical information science, Abingdon, Eng., C1-1

journal article

WebKB-GE - a visual editor for canonical conceptual graphs

S Pollitt, A Burrow, P Eklund

(1998), Vol. 1453, pp. 112-118, ICCS’98 : Proceedings of the 6th International Conference on Conceptual Structures, Montpellier, France, E1-1

conference

People mover system in Uppsala - Test and demonstration track

P Eklund

(1998), pp. 575-581, Proceedings of the 6th International Conference on Automated People Movers 1997, Las Vegas, Nevada, E1-1

conference
1997

Multi-chromosome mixed encodings for heterogeneous problems

S Ronald, S Kirkby, P Eklund

(1997), pp. 37-42, CEC 1997 : Proceedings of the 1997 IEEE Conference on Evolutionary Computation, Indianapolis, Indiana, E1-1

conference
1996

Dynamic multi-source Dijkstra's algorithm for vehicle routing

P Eklund, S Kirkby, S Pollitt

(1996), pp. 329-333, ANZIIS 96 : Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, Adelaide, South Australia, E1-1

conference

High-level synthesis optimisation with genetic algorithms

J Daalder, P Eklund, K Ohmori

(1996), Vol. 1114, pp. 276-287, PRICAI 1996 : Topics in artificial inteligence : Proceedings of the 4th Pacific Rim Internationaal 1996 Conference, Cairns, Queensland, E1-1

conference

Mahalanobis distance fuzzy classifier

P Deer, P Eklund, B Norman

(1996), pp. 220-223, Proceedings of the Australian and New Zealand Conference on Intelligent Information Systems, ADELAIDE, AUSTRALIA, E1-1

conference
1995

Machine learning classifier performance as an indicator for data acquisition regimes in geographical field surveys

P Eklund, S Kirkby

(1995), pp. 264-269, ANZIIS 1995 - Proceedings of the 3rd Australian and New Zealand Conference on Intelligent Information Systems, Perth, West Australia, E1-1

conference
1994

Research developments in multiple inheritance with exceptions

P Eklund

(1994), Vol. 9, pp. 21-55, Knowledge engineering review, Cambridge, Eng., C1-1

journal article

Funded Projects at Deakin

Industry and Other Funding

Artificial Intelligence and Machine Learning for Topic and Content Modelling ina Digital Energy Hub.

Prof Peter Eklund

Minerals Council of Australia

  • 2019: $60,000

Supervisions

Associate Supervisor
2024

Arbind Agrahari Baniya

Thesis entitled: Super-Resolution of Conventional and Emerging Videos Using Deep Learning

Doctor of Philosophy (Information Technology), School of Information Technology