School of Natural & Computing Sciences

  • Meston Building, Meston Walk, Old Aberdeen

    AB24 3UE

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2020

An Incremental Algorithm for Computing All Repairs in Inconsistent Knowledge Bases

Yun, B. & Croitoru, M., 10 Sep 2020, Ontologies and Concepts in Mind and Machine. Alam, M., Braun, T. & Yun, B. (eds.). Springer Nature Switzerland AG, Vol. 12277. p. 33-47 15 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence

Byla, E. & Pang, W., 2020, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Cham: Springer , p. 119-130 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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2 Citations (Scopus)

Efficient Construction of Structured Argumentation Systems

Yun, B., Oren, N. & Croitoru, M., 4 Sep 2020, (Accepted/In press) Computational Models of Argument. IOS Press, Vol. 326. p. 411-418 8 p. (Frontiers in Artificial Intelligence and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Exploring Susceptibility Measures to Persuasion

Vargheese, J., Collinson, M. & Masthoff, J., 2020, Persuasive Technology. Designing for Future Change - 15th International Conference on Persuasive Technology, PERSUASIVE 2020, Proceedings: Proceedings of the 15th International Conference on Persuasive Technologies. Gram-Hansen, S., Svarre, T. & Midden, C. (eds.). Springer , p. 16-29 14 p. (Lecture Notes in Computer Science; vol. 12064).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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2 Downloads (Pure)

From Eigentrust to a Trust-measuring Algorithm in the Max-Plus Algebra

Afanador, J., Oren, N., Baptista, M. & Araujo, M., 2020, ECAI 2020. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarín, A. & Lang, J. (eds.). IOS Press, p. 3-10 8 p. (Frontiers in Artificial Intelligence and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Sets of Attacking Arguments for Inconsistent Datalog Knowledge Bases

Yun, B., Vesic, S. & Croitoru, M., 4 Sep 2020, Computational Models of Argument. IOS Press, Vol. 326. p. 419-430 12 p. (Frontiers in Artificial Intelligence and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Swarm Inspired Approaches for K-prototypes clustering

Albalawi, H., Pang, W. & Coghill, G. M., 2020, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Cham: Springer , p. 201-209 9 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards a Generalised Framework for Behaviour Insight Mining

Susaiyah, A., H¨arm¨a, A., Reiter, E., Helaoui, R. & Petkovi, M., 4 Feb 2020, (Accepted/In press) Proceedings of SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. ACM

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Accountability for Practical Reasoning Agents

Cranefield, S., Oren, N. & Vasconcelos, W. W., 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 33-48 16 p. (Lecture Notes in Computer Science; vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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3 Citations (Scopus)
4 Downloads (Pure)

A Coalitional Algorithm for Recursive Delegation

Afanador Leon, J. & Oren, N., 28 Aug 2019, (Accepted/In press) Proceedings of PRIMA 2019. Springer , (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Actual persuasiveness: Impact of personality, age and gender on message type susceptibility

Ciocarlan, A., Masthoff, J. & Oren, N., 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Oinas-Kukkonen, H., Win, K. T., Karapanos, E., Karppinen, P. & Kyza, E. (eds.). Cham: Springer-Verlag, p. 283-294 12 p. (Lecture Notes in Computer Science; vol. 11433).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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1 Citation (Scopus)
10 Downloads (Pure)

Adapting Everyday Manipulation Skills to Varied Scenarios

Gajewski, P., Ferreira, P., Bartels, G., Wang, C., Guerin, F., Indurkhya, B., Beetz, M. & Sniezynski, B., 26 Jan 2019, (Accepted/In press) Proceedings 2019 International Conference on Robotics and Automation (ICRA). IEEE Explore, 1245

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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2 Citations (Scopus)
2 Downloads (Pure)

Adapting Performance And Emotional Support Feedback To Cultural Differences

Adamu Sidi-Ali, M., Masthoff, J., Dennis, M., Kopecky, J. & Beacham, N. A., 9 Jun 2019, UMAP '19 Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Papadopoulos, G. A., Samaras, G. & Weibelzahl, S. (eds.). New York, USA: Association for Computing Machinery (ACM), p. 318-326 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive E-Learning: Motivating Learners whilst Adapting Feedback to Cultural Background

Adamu Sidi-Ali, M., 9 Jun 2019, 27th Conference on User Modeling, Adaptation and Personalization (UMAP ’19). New York: Association for Computing Machinery (ACM), p. 341-344 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification

Li, R., Lin, C., Collinson, M., Li, X. & Chen, G., 28 Aug 2019, (Accepted/In press) 2019 SIGNLL Proceedings. ACL Anthology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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18 Downloads (Pure)

A Dynamic and Informative Intelligent Survey System based on Knowledge Graph

Bansky, P., Edelstein, E. C., Pan, J. Z. & Wyner, A., 22 Oct 2019, (Accepted/In press) Joint International Semantic Technology Conference. Springer , 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Hexagonal Cell Automaton Model to Imitate Physarum Polycephalum Competitive Behaviour

Awad, A., Pang, W., Lusseau, D. & Coghill, G. M., Jul 2019, ALIFE 2019: The 2019 Conference on Artificial Life. Fellermann, H., Bacardit, J., Goñi-Moreno, Á. & Füchslin, R. M. (eds.). The MIT Press, p. 203-210 8 p. (Artificial Life Conference Proceedings; vol. 31).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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10 Downloads (Pure)

An Adversarial Algorithm for Delegation

Afanador, J., Baptista, M. & Oren, N., 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 130-145 16 p. (Lecture Notes in Computer Science; vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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1 Citation (Scopus)
2 Downloads (Pure)

A Physarum-Inspired Competition Algorithm for Solving Discrete Multi-Objective Optimization Problems

Awad, A., Usman, M., Lusseau, D., Coghill, G. M. & Pang, W., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M., Auger, A. & Stützle, T. (eds.). New York, USA: ACM, p. 195-196 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Stable Variational Autoencoder for Text Modelling

Li, R., Li, X., Lin, C., Collinson, M. & Mao, R., 30 Nov 2019, Proceedings of the 12th International Conference on Natural Language Generation. W19-8673 ed. Tokyo, Japan: Association for Computational Linguistics (ACL), p. 594-599

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Augmenting Transfer Learning with Semantic Reasoning

Lecue, F., Chen, J., Pan, J. Z. & Chen, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019). Kraus, S. (ed.). AAAI Press/International Joint Conferences on Artificial Intelligence, p. 1779-1785 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Enhancing Transparency of MQTT Brokers For IoT Applications Through Provenance Streams

Markovic, M. & Edwards, P., 9 Dec 2019, Proceedings of the 6th International Workshop on Middleware and Applications for the Internet of Things. New York: ACM Press, p. 17-20 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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16 Downloads (Pure)

Group formation for collaborative learning: A systematic literature review

Odo, C., Masthoff, J. & Beacham, N., 2019, Artificial Intelligence in Education: Proceedings of the 20th International Conference, AIED 2019. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Springer-Verlag, Vol. 2. p. 206-212 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11626 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Inferring Structure and Parameters of Dynamic Systems using Latin Hypercube Sampling Multi Dimensional Uniformity-Particle Swarm Optimization

Usman, M., Awad, A., Pang, W. & Coghill, G. M., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M., Auger, A. & Stützle, T. (eds.). New York, USA: ACM, p. 101-102 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Is ArguMessage Effective? A Critical Evaluation of the Persuasive Message Generation System

Thomas, R. J., Masthoff, J. & Oren, N., 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Oinas-Kukkonen, H., Win, K. T., Karapanos, E., Karppinen, P. & Kyza, E. (eds.). Cham: Springer-Verlag, p. 87-99 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11433 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knowledge-driven stock trend prediction and explanation via temporal convolutional network

Deng, S., Zhang, N., Zhang, W., Chen, J., Pan, J. Z. & Chen, H., 13 May 2019, Companion Proceedings of the 2019 World Wide Web Conference (WWW ’19 Companion). Liu, L. & White, R. (eds.). New York: Association for Computing Machinery, Inc, p. 678-685 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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4 Citations (Scopus)
6 Downloads (Pure)

Linking Abstract Plans of Scientific Experiments to their Corresponding Execution Traces

Markovic, M., Garijo, D. & Edwards, P., 21 Oct 2019, (Accepted/In press) Proceedings of the Third International Workshop on Capturing Scientific Knowledge (Sciknow 2019). CEUR-WS, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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6 Downloads (Pure)

Locust Recognition and Detection via Aggregate Channel Features

Yi, D., Su, J. & Chen, W-H., 24 Jan 2019, UK-RAS19 Conference: ‘Embedded Intelligence: Enabling & Supporting RAS Technologies’ PROCEEDINGS. Leicester, UK: UK-RAS Network, p. 112-115 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Minimality and Simplicity of Rules for the Internet-of-Things

Panaretos, A., Corsar, D. & Vasconcelos, W. W., Apr 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 64-72 9 p. (Lecture Notes in Computer Science (LNCS); vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model-based characterization of text discourse content to evaluate online group collaboration

Adeniran, A., Masthoff, J. & Beacham, N., 2019, Artificial Intelligence in Education: Proceedings of 20th International Conference, AIED 2019. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Springer-Verlag, Vol. 2. p. 3-8 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11626 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

NAKED: N-Ary Graphs from Knowledge Bases Expressed in Datalogpm

Yun, B., Croitoru, M., Vesic, S. & Bisquert, P., May 2019, Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17, 2019. Richland: International Foundation for Autonomous Agents and Multiagent Systems, p. 2390-2392 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Policies to Regulate Distributed Data Exchange

Cauvin, S. R., Oren, N. & Vasconcelos, W. W., 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 146-161 16 p. (Lecture Notes in Computer Science; vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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4 Downloads (Pure)

Recording Provenance of Food Delivery Using IoT, Semantics and Business Blockchain Networks

Markovic, M., Edwards, P. & Jacobs, N., 20 Aug 2019, (Accepted/In press) Proceedings of the 6th IEEE International Conference on Internet of Things: Systems, Management and Security. IEEE Explore

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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5 Downloads (Pure)

Relevance search over schema-rich knowledge graphs

Gu, Y., Li, Z., Zhou, T., Pan, J. Z., Cheng, G. & Qu, Y., 30 Jan 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 114-122 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Semantic Modelling of Plans and Execution Traces for Enhancing Transparency of IoT Systems

Markovic, M., Garijo, D., Edwards, P. & Vasconcelos, W., 20 Aug 2019, (Accepted/In press) Proceedings of the 6th IEEE International Conference on Internet of Things: Systems, Management and Security . IEEE Explore

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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7 Downloads (Pure)

Spontaneous formation of polarization diffraction gratings in surface-stabilized cells filled with liquid crystal in the modulated nematic phase

Ali, M., Vaupotic, N., Majewski, P. W., Gorecka, E., Imrie, C. & Pociecha, D., 1 Mar 2019, Emerging Liquid Crystal Technologies XIV. Musevic, I., Chien, L-C., Lee, B. & Broer, D. J. (eds.). SPIE, 109410T. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10941).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TCPModel: A Short-Term Traffic Congestion Prediction Model Based on Deep Learning

Xu, X., Gao, X., Xu, Z., Zhao, X., Pang, W. & Zhou, H., Aug 2019, Artificial Intelligence: Second CCF International Conference, ICAI 2019, Xuzhou, China, August 22-23, 2019, Proceedings. Knight, K., Zhang, C., Holmes, G. & Zhang, M-L. (eds.). Singapore: Springer , p. 66-79 14 p. (Communications in Computer and Information Science; vol. 1001).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

User Privacy Risk Analysis For The Internet of Things

Aggarwal, A., Asif, W., Azam, H., Markovic, M., Rajarajan, M. & Edwards, P., 20 Aug 2019, (Accepted/In press) Proceedings of the 6th IEEE International Conference on Internet of Things: Systems, Management and Security . IEEE Explore

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

ABDN at SemEval-2018 Task 10: Recognising Discriminative Attributes using Context Embeddings and WordNet

Mao, R., Chen, G., Li, R. & Lin, C., 1 Jun 2018, The International Workshop on Semantic Evaluation: Proceedings of the Twelfth Workshop. New Orleans, USA: Association for Computational Linguistics (ACL), p. 1017–1021 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

A Certificateless Group Authenticated Key Agreement Protocol for Secure Communication in Untrusted UAV Networks

Semal, B., Markantonakis, K. & Akram, R. N., 10 Dec 2018, The 37th DASC Digital Avionics Systems Conference. London: IEEE Explore, p. 1-8 8 p. (IEEE Conferences).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

A Conceptual Framework of Starlings Swarm Intelligence Intrusion Prevention for Software Defined Networks

Karatu, M. T., Pang, W. & Coghill, G. M., 2018, ReaLX’18: Reasoning, Learning & Explainability in AI. Martin, K., Wiratunga, N. & Smith, L. S. (eds.). CEUR-WS, Vol. 2151. (CEUR Workshop Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptation and contextualization of deep neural network models

Kollias, D., Yu, M., Tagaris, A., Leontidis, G., Stafylopatis, A. & Kollias, S., 2 Feb 2018, 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

A Dynamic Model of Trust in Dialogues

Ogunniye, G., Toniolo, A. & Oren, N., 2018, Theory and Applications of Formal Argumentation: TAFA 2017. Black, E., Modgil, S. & Oren, N. (eds.). Cham: Springer Verlag, p. 211-226 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10757 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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7 Downloads (Pure)

Affective State for Learning Activities Selection

Odo, C. R., Masthoff, J. F. M., Beacham, N. A. & Alhathli, M. A. E., 30 May 2018, Proceedings of Intelligent Mentoring Systems Workshop Associated with the 19th International Conference on Artificial Intelligence in Education, AIED 2018. p. 1-10 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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46 Downloads (Pure)

A Methodology for a Criminal Law and Procedure Ontology for Legal Question Answering

Fawei, B., Pan, J. Z., Kollingbaum, M. & Wyner, A. Z., 26 Nov 2018, Semantic Technology - 8th Joint International Conference, JIST 2018, Proceedings. Ichise, R., Lecue, F., Kawamura, T., Zhao, D., Muggleton, S. & Kozaki, K. (eds.). Springer Verlag, p. 198-214 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11341 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

An adaptable deep learning system for optical character verification in retail food packaging

De Sousa Ribeiro, F., Caliva, F., Swainson, M., Gudmundsson, K., Leontidis, G. & Kollias, S., 26 Jun 2018, 2018 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2018. Manolopoulos, Y., Iliadis, L., Angelov, P. & Lughofer, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (2018 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging

De Sousa Ribeiro, F., Gong, L., Caliva, F., Swainson, M., Gudmundsson, K., Yu, M., Leontidis, G., Ye, X. & Kollias, S., 29 Aug 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 2376-2380 5 p. 8451555. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

A Secure and Trusted Channel Protocol for UAVs Fleets

Akram, R. N., Markantonakis, K., Mayes, K., Bonnefoi, P. F., Cherif, A., Sauveron, D. & Chaumette, S., 21 Jun 2018, Information Security Theory and Practice: WISTP 2017. Hancke, G. & Damiani, E. (eds.). Springer Verlag, p. 3-24 22 p. (Lecture Notes in Computer Science; vol. 10741).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assessing the Effectiveness of Affective Lexicons for Depression Classification

Abd Yusof, N. F., Lin, C. & Guerin, F., 22 May 2018, Natural Language Processing and Information Systems: NLDB 2018. Silberztein, M., Atigui, F., Kornyshova, E., Métais, E. & Meziane, F. (eds.). Springer , p. 65-69 5 p. (Lecture Notes in Computer Science; vol. 10859).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Capturing the Provenance of Internet of Things Deployments

Corsar, D., Markovic, M. & Edwards, P., 2018, Provenance and Annotation of Data and Processes : 7th International Provenance and Annotation Workshop, IPAW 2018, London, UK, July 9-10, 2018, Proceedings. Belhajjame, K., Gehani, A. & Alper, P. (eds.). Chamonix: Springer , p. 196-199 4 p. (Lecture Notes in Computer Science; vol. 11017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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2 Citations (Scopus)
9 Downloads (Pure)