Outputs related to Computing Science & Mathematics

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Article

Unsupervised Change Detection in Polarimetric SAR Data With the Hotelling-Lawley Trace Statistic and Minimum-Error Thresholding

Ghanbari M & Akbari V (2018) Unsupervised Change Detection in Polarimetric SAR Data With the Hotelling-Lawley Trace Statistic and Minimum-Error Thresholding. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11 (12), pp. 4551-4562. https://doi.org/10.1109/jstars.2018.2882412

Article

Net reproduction functions for nonlinear structured population models

Farkas JZ (2018) Net reproduction functions for nonlinear structured population models. Mathematical Modelling of Natural Phenomena, 13 (3), Art. No.: 32. https://doi.org/10.1051/mmnp/2018036

Conference Paper (published)

Evolving training sets for improved transfer learning in brain computer interfaces

Adair J, Brownlee A, Daolio F & Ochoa G (2018) Evolving training sets for improved transfer learning in brain computer interfaces. In: Nicosia G, Pardalos P, Giuffrida G & Umeton R (eds.) Machine Learning, Optimization, and Big Data. MOD 2017. Lecture Notes in Computer Science, 10710. MOD 2017 - The Third International Conference on Machine Learning, Optimization and Big Data, Volterra, Italy, 14.09.2017-17.09.2017. Cham, Switzerland: Springer, pp. 186-197. https://link.springer.com/chapter/10.1007/978-3-319-72926-8_16; https://doi.org/10.1007/978-3-319-72926-8_16

Conference Paper (published)

Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces

Adair J, Brownlee A & Ochoa G (2018) Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces. In: Applications of Evolutionary Computation. EvoApplications 2018. Lecture Notes in Computer Science, 10784. EvoStar 2018, Parma, Italy, 04.04.2018-06.04.2018. Cham, Switzerland: Springer, pp. 63-77. https://link.springer.com/chapter/10.1007/978-3-319-77538-8_5; https://doi.org/10.1007/978-3-319-77538-8_5

Article

Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH)-Based Feature Extraction - A Novel Technique

Wajid S, Hussain A & Huang K (2018) Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH)-Based Feature Extraction - A Novel Technique. Expert Systems with Applications, 112, pp. 388-400. https://doi.org/10.1016/j.eswa.2017.11.057

Conference Paper (published)

Validation of SAR Iceberg Detection with Ground-Based Radar and GPS Measurements

Akbari V, Lauknes TR, Rouyet L, Negrel J & Eltoft T (2018) Validation of SAR Iceberg Detection with Ground-Based Radar and GPS Measurements. In: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia, 22.07.2018-27.07.2018. New Jersey: IEEE. https://doi.org/10.1109/igarss.2018.8517286

Article

Survey and empirical comparison of different approaches for text extraction from scholarly figures

Böschen F, Beck T & Scherp A (2018) Survey and empirical comparison of different approaches for text extraction from scholarly figures. Multimedia Tools and Applications, 77 (22), pp. 29475-29505. https://doi.org/10.1007/s11042-018-6162-7

Article

Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review

Mavragani A, Ochoa G & Tsagarakis KP (2018) Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review. JMIR, 20 (11), Art. No.: e270. https://doi.org/10.2196/jmir.9366

Article

An extension of the star complement technique for regular graphs

Rowlinson P (2018) An extension of the star complement technique for regular graphs. Linear Algebra and Its Applications, 557, pp. 496-507. https://doi.org/10.1016/j.laa.2018.08.018

Article

A Novel Method of Signal Fusion Based on Dimension Expansion

Zhang T, Xu L, Yang E, Yan X, Qin K, Wang Q & Hussain A (2018) A Novel Method of Signal Fusion Based on Dimension Expansion. Circuits, Systems, and Signal Processing, 37 (10), pp. 4295-4318. https://doi.org/10.1007/s00034-018-0760-5

Conference Paper (published)

Content-Aware Tweet Location Inference Using Quadtree Spatial Partitioning and Jaccard-Cosine Word Embedding

Ajao O, Bhowmik D & Zargari S (2018) Content-Aware Tweet Location Inference Using Quadtree Spatial Partitioning and Jaccard-Cosine Word Embedding. In: 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, 28.08.2018-31.08.2018. Piscataway, NJ, USA: IEEE, pp. 1116-1123. https://doi.org/10.1109/asonam.2018.8508257

Article

Perception vs practice: Farmer attitudes towards and uptake of IPM in Scottish spring barley

Stetkiewicz S, Bruce A, Burnett FJ, Ennos RA & Topp CFE (2018) Perception vs practice: Farmer attitudes towards and uptake of IPM in Scottish spring barley. Crop Protection, 112, pp. 96-102. https://doi.org/10.1016/j.cropro.2018.05.005

Article

A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications

Mahmud M, Kaiser MS, Rahman MM, Rahman MA, Shabut A, Al-Mamun S & Hussain A (2018) A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications. Cognitive Computation, 10 (5), pp. 864-873. https://doi.org/10.1007/s12559-018-9543-3

Article

A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems

Yang X, Huang K, Zhang R, Goulermas JY & Hussain A (2018) A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems. Neurocomputing, 312, pp. 352-363. https://doi.org/10.1016/j.neucom.2018.05.085

Article

A Dynamic Model of CT Scans for Quantifying Doubling Time of Ground Glass Opacities Using Histogram Analysis

Farkas JZ, Smith GT & Webb GF (2018) A Dynamic Model of CT Scans for Quantifying Doubling Time of Ground Glass Opacities Using Histogram Analysis. Mathematical Biosciences and Engineering, 15 (5), pp. 1203-1244. https://doi.org/10.3934/mbe.2018055

Article

Visualising the Global Structure of Search Landscapes: Genetic Improvement as a Case Study

Veerapen N & Ochoa G (2018) Visualising the Global Structure of Search Landscapes: Genetic Improvement as a Case Study. Genetic Programming and Evolvable Machines, 19 (3, Special Issue: SI), pp. 317-349. https://doi.org/10.1007/s10710-018-9328-1

Conference Paper (published)

Statistical T+2d Subband Modelling for Crowd Counting

Bhowmik D & Wallace A (2018) Statistical T+2d Subband Modelling for Crowd Counting. In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 15.04.2018-20.04.2018. Calgary, Canada: IEEE, pp. 1533-1537. https://doi.org/10.1109/icassp.2018.8462345

Article

A Quantum based Evolutionary Algorithm for Stock Index and Bitcoin Price Forecasting

Amjad U, Jilani TA, Tariq H & Hussain A (2018) A Quantum based Evolutionary Algorithm for Stock Index and Bitcoin Price Forecasting. International Journal of Advanced Computer Science and Applications, 9 (9), pp. 123-132. http://thesai.org/Downloads/Volume9No9/Paper_17-A_Quantum_based_Evolutionary_Algorithm.pdf

Article

Exploiting ConvNet Diversity for Flooding Identification

Nogueira K, Fadel SG, Dourado IC, Werneck RdO, Munoz JAV, Penatti OAB, Calumby RT, Li LT, dos Santos JA & Torres RdS (2018) Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, 15 (9), pp. 1446-1450. https://doi.org/10.1109/lgrs.2018.2845549

Edited Proceedings

Mobile support for adults with mild learning disabilities during clinical consultations

Gibson RC, Bouamrane M & Dunlop M (2018) Mobile support for adults with mild learning disabilities during clinical consultations. In: MobileHCI '18: Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, September 2018. MobileHCI '18: 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, Barcelona Spain, 03.09.2018-06.09.2018. ACM, pp. 1 - 8. https://doi.org/10.1145/3229434.3229469

Conference Paper (published)

DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation

Gogate M, Adeel A, Marxer R, Barker J & Hussain A (2018) DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. In: Proceedings of the Annual Conference of the International Speech Communication Association. Interspeech 2018, 02.09.2018-06.09.2018. Baixas, France: ISCA, pp. 2723-2727. https://doi.org/10.21437/Interspeech.2018-2516

Article

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis

Ma Y, Peng H, Khan T, Cambria E & Hussain A (2018) Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis. Cognitive Computation, 10 (4), pp. 639-650. https://doi.org/10.1007/s12559-018-9549-x

Conference Abstract

P06-3 - Using machine learning for predicting severe postoperative complications after cardiac surgery

Lapp L, Young D, Kavanagh K, Bouamrane M & Schraag S (2018) P06-3 - Using machine learning for predicting severe postoperative complications after cardiac surgery. Journal of Cardiothoracic and Vascular Anesthesia, 32 (Supplement 1), pp. S84-S85. https://doi.org/10.1053/j.jvca.2018.08.156

Article

Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain

Baveye PC, Otten W, Kravchenko A, Balseiro-Romero M, Beckers E, Chalhoub M, Darnault C, Eickhorst T, Garnier P, Hapca S, Kiranyaz S, Monga O, Mueller CW, Nunan N & Pot V (2018) Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain. Frontiers in Microbiology, 9, Art. No.: 1929. https://doi.org/10.3389/fmicb.2018.01929

Article

Relation Extraction of Medical Concepts Using Categorization and Sentiment Analysis

Mondal A, Cambria E, Das D, Hussain A & Bandyopadhyay S (2018) Relation Extraction of Medical Concepts Using Categorization and Sentiment Analysis. Cognitive Computation, 10 (4), pp. 670-685. https://doi.org/10.1007/s12559-018-9567-8

Article

Long-term correlation tracking using multi-layer hybrid features in sparse and dense environments

Baisa NL, Bhowmik D & Wallace A (2018) Long-term correlation tracking using multi-layer hybrid features in sparse and dense environments. Journal of Visual Communication and Image Representation, 55, pp. 464-476. https://doi.org/10.1016/j.jvcir.2018.06.027

Article

Multivariate exponential analysis from the minimal number of samples

Cuyt A & Lee W (2018) Multivariate exponential analysis from the minimal number of samples. Advances in Computational Mathematics, 44 (4), pp. 987-1002. https://doi.org/10.1007/s10444-017-9570-8

Conference Abstract

The effects of emotional distress on quality of life of patients with heart failure and their family caregivers: Testing dyadic dynamics using the Actor-Partner Interdependence Model

Thomson P, Howie CA, Leslie SJ, Angus N, Mohan AR, Mondoa C, Smith A & Chung M (2018) The effects of emotional distress on quality of life of patients with heart failure and their family caregivers: Testing dyadic dynamics using the Actor-Partner Interdependence Model [Emotional distress and quality of life in patient-caregiver dyads]. EuroHeartCare 2018, Dublin Ireland, 7 June 2018- 9 June 2018. European Journal of Cardiovascular Nursing, 17 (S1), pp. S2-S3. https://journals.sagepub.com/doi/10.1177/1474515118787764

Article

A Novel Spatiotemporal Longitudinal Methodology for Predicting Obesity Using Near Infrared Spectroscopy (NIRS) Cerebral Functional Activity Data

Abdullah A, Hussain A & Khan IH (2018) A Novel Spatiotemporal Longitudinal Methodology for Predicting Obesity Using Near Infrared Spectroscopy (NIRS) Cerebral Functional Activity Data. Cognitive Computation, 10 (4), pp. 591-609. https://doi.org/10.1007/s12559-017-9541-x

Article

A Fuzzy Approach to Addressing Uncertainty in Airport Ground Movement Optimisation

Brownlee A, Weiszer M, Chen J, Ravizza S, Woodward JR & Burke EK (2018) A Fuzzy Approach to Addressing Uncertainty in Airport Ground Movement Optimisation. Transportation Research Part C: Emerging Technologies, 92, pp. 150-175. https://doi.org/10.1016/j.trc.2018.04.020

Article

Extracting online information from dual and multiple data streams

Malik Z, Hussain A & Wu QJ (2018) Extracting online information from dual and multiple data streams. Neural Computing and Applications, 30 (1), pp. 87-98. https://doi.org/10.1007/s00521-016-2647-3

Article

The Effects of Disease on Optimal Forest Rotation: A Generalisable Analytical Framework

Macpherson MF, Kleczkowski A, Healey JR & Hanley N (2018) The Effects of Disease on Optimal Forest Rotation: A Generalisable Analytical Framework. Environmental and Resource Economics, 70 (3), pp. 565-588. https://doi.org/10.1007/s10640-016-0077-4

Article

Genetic Improvement of Software: a Comprehensive Survey

Petke J, Haraldsson S, Harman M, Langdon WB, White D & Woodward J (2018) Genetic Improvement of Software: a Comprehensive Survey. IEEE Transactions on Evolutionary Computation, 22 (3), pp. 415-432. https://doi.org/10.1109/TEVC.2017.2693219

Article

Applications of Deep Learning and Reinforcement Learning to Biological Data

Mahmud M, Kaiser MS, Hussain A & Vassanelli S (2018) Applications of Deep Learning and Reinforcement Learning to Biological Data. IEEE Transactions on Neural Networks and Learning Systems, 29 (6), pp. 2063-2079. https://doi.org/10.1109/TNNLS.2018.2790388

Article

Mapping the global structure of TSP fitness landscapes

Ochoa G & Veerapen N (2018) Mapping the global structure of TSP fitness landscapes. Journal of Heuristics, 24 (3), pp. 265-294. https://doi.org/10.1007/s10732-017-9334-0

Article

Faint and clustered components in exponential analysis

Cuyt A, Tsai M, Verhoye M & Lee W (2018) Faint and clustered components in exponential analysis. Applied Mathematics and Computation, 327, pp. 93-103. https://doi.org/10.1016/j.amc.2017.11.007

Conference Paper (published)

Predicting Changes in Quality of Life for Patients in Vocational Rehabilitation

Haraldsson S, Brynjolfsdottir RD, Gudnason V, Tomasson K & Siggeirsdottir K (2018) Predicting Changes in Quality of Life for Patients in Vocational Rehabilitation. In: EAIS 2018 proceedings. Evolving and Adaptive Intelligent Systems, Rhodes, Greece, 25.05.2018-27.05.2018. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/EAIS.2018.8397182

Article

Livestock Disease Management for Trading Across Different Regulatory Regimes

Bate AM, Jones G, Kleczkowski A, Naylor R, Timmis J, White PCL & Touza J (2018) Livestock Disease Management for Trading Across Different Regulatory Regimes. EcoHealth, 15 (2), pp. 302-316. https://doi.org/10.1007/s10393-018-1312-y

Article

Deleting Edges to Restrict the Size of an Epidemic: A New Application for Treewidth

Enright J & Meeks K (2018) Deleting Edges to Restrict the Size of an Epidemic: A New Application for Treewidth. Algorithmica, 80 (6), pp. 1857-1889. https://doi.org/10.1007/s00453-017-0311-7

Article

An Empirical Study of Meta- and Hyper-Heuristic Search for Multi-Objective Release Planning

Zhang Y, Harman M, Ochoa G, Ruhe G & Brinkkemper S (2018) An Empirical Study of Meta- and Hyper-Heuristic Search for Multi-Objective Release Planning. ACM Transactions on Software Engineering and Methodology, 27 (1), Art. No.: 3. https://doi.org/10.1145/3196831

Article

PageRank centrality for performance prediction: the impact of the local optima network model

Herrmann S, Ochoa G & Rothlauf F (2018) PageRank centrality for performance prediction: the impact of the local optima network model. Journal of Heuristics, 24 (3), pp. 243-264. https://doi.org/10.1007/s10732-017-9333-1

Article

The Fundamental Code Unit of the Brain: Towards a New Model for Cognitive Geometry

Howard N & Hussain A (2018) The Fundamental Code Unit of the Brain: Towards a New Model for Cognitive Geometry. Cognitive Computation, 10 (3), pp. 426-436. https://doi.org/10.1007/s12559-017-9538-5

Conference Paper (published)

Superresolution underwater acoustics

Cuyt A, Lee W, Tijskens E, Hong W, Wang J, Cools T & Geerts T (2018) Superresolution underwater acoustics. In: Proceedings of Euronoise 2018. Euronoise 2018, 27.05.2018-31.05.2018. Crete, Greece: Hellenic Institute of Acoustics, pp. 2845-2850. http://www.euronoise2018.eu/docs/papers/469_Euronoise2018.pdf

Article

Deterministic sparse FFT for M-sparse vectors

Plonka G, Wannenwetsch K, Cuyt A & Lee W (2018) Deterministic sparse FFT for M-sparse vectors. Numerical Algorithms, 78 (1), pp. 133-159. https://doi.org/10.1007/s11075-017-0370-5

Article

Spatial-temporal representatives selection and weighted patch descriptor for person re-identification

Zheng A, Wang F, Hussain A, Tang J & Jiang B (2018) Spatial-temporal representatives selection and weighted patch descriptor for person re-identification. Neurocomputing, 290, pp. 121-129. https://doi.org/10.1016/j.neucom.2018.02.039

Article

Glucose and lactate as metabolic constraints on presynaptic transmission at an excitatory synapse

Lucas SJ, Michel C, Marra V, Smalley JL, Hennig MH, Graham B & Forsythe ID (2018) Glucose and lactate as metabolic constraints on presynaptic transmission at an excitatory synapse. Journal of Physiology, 596 (9), pp. 1699-1721. https://doi.org/10.1113/JP275107

Article

Special Issue of BICS 2016

Liu C, Hussain A, Luo B, Tan KC, Zeng Y & Zhang Z (2018) Special Issue of BICS 2016. Cognitive Computation, 10 (2), pp. 282-283. https://doi.org/10.1007/s12559-018-9551-3

Article

On Nie-Tan operator and type-reduction of interval type-2 fuzzy sets

Li J, John R, Coupland S & Kendall G (2018) On Nie-Tan operator and type-reduction of interval type-2 fuzzy sets. IEEE Transactions on Fuzzy Systems, 26 (2), pp. 1036-1039. https://doi.org/10.1109/TFUZZ.2017.2666842

Article

A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks

Anbar M, Abdullah R, Al-Tamimi BN & Hussain A (2018) A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks. Cognitive Computation, 10 (2), pp. 201-214. https://doi.org/10.1007/s12559-017-9519-8

Technical Report

Investigating Benchmark Correlations when Comparing Algorithms with Parameter Tuning (Detailed Experiments and Results)

Christie LA, Brownlee A & Woodward JR (2018) Investigating Benchmark Correlations when Comparing Algorithms with Parameter Tuning (Detailed Experiments and Results). Not applicable. Stirling: University of Stirling.

Technical Report

Relating Training Instances to Automatic Design of Algorithms for Bin Packing via Features (Detailed Experiments and Results)

Brownlee A, Woodward JR & Veerapen N (2018) Relating Training Instances to Automatic Design of Algorithms for Bin Packing via Features (Detailed Experiments and Results). Not applicable. Stirling: University of Stirling.

Authored Book

Cognitive Agent-based Computing-V: Validated Agent-based Modeling for Complex Adaptive Systems

Niazi MA & Hussain A (2018) Cognitive Agent-based Computing-V: Validated Agent-based Modeling for Complex Adaptive Systems. SpringerBriefs in Cognitive Computation. Dordrecht: Springer.

Article

Integrating Smart Health in the US Health Care System: Infodemiology Study of Asthma Monitoring in the Google Era

Mavragani A, Sampri A, Sypsa K & Tsagarakis KP (2018) Integrating Smart Health in the US Health Care System: Infodemiology Study of Asthma Monitoring in the Google Era. JMIR Public Health and Surveillance, 4 (1), Art. No.: e24. https://doi.org/10.2196/publichealth.8726

Article

The Active Inference Approach to Ecological Perception: General Inforation Dynamics for Natural and Artifical Embodied Cognition

Linson A, Clark A, Ramamoorthy S & Friston K (2018) The Active Inference Approach to Ecological Perception: General Inforation Dynamics for Natural and Artifical Embodied Cognition. Frontiers in Robotics and AI, 5, Art. No.: 21. https://doi.org/10.3389/frobt.2018.00021

Article

A model for estimating pathogen variability in shellfish and predicting minimum depuration times

McMenemy P, Kleczkowski A, Lees DN, Lowther J & Taylor N (2018) A model for estimating pathogen variability in shellfish and predicting minimum depuration times. PLoS ONE, 13 (3), Art. No.: e0193865. https://doi.org/10.1371/journal.pone.0193865

Article

A novel decision support system for the interpretation of remote sensing big data

Boulila W, Farah IR & Hussain A (2018) A novel decision support system for the interpretation of remote sensing big data. Earth Science Informatics, 11 (1), pp. 31-45. https://doi.org/10.1007/s12145-017-0313-7

Article

Replicable parallel branch and bound search

Archibald B, Maier P, McCreesh C, Stewart R & Trinder P (2018) Replicable parallel branch and bound search. Journal of Parallel and Distributed Computing, 113, pp. 92-114. https://doi.org/10.1016/j.jpdc.2017.10.010

Article

A note on the geometry and topology of almost even-Clifford Hermitian manifolds

Arizmendi G, Garcia Pulido AL & Herrera R (2018) A note on the geometry and topology of almost even-Clifford Hermitian manifolds. The Quarterly Journal of Mathematics, 69 (1), pp. 321-376. https://doi.org/10.1093/qmath/hax040

Conference Paper (published)

Smart contracts vulnerabilities: a call for blockchain software engineering?

Destefanis G, Marchesi M, Ortu M, Tonelli R, Bracciali A & Hierons R (2018) Smart contracts vulnerabilities: a call for blockchain software engineering?. In: Tonelli R, Ducasse S S, Fenu G & Bracciali A (eds.) 2018 International Workshop on Blockchain Oriented Software Engineering (IWBOSE). 2018 IEEE 1st International Workshop on Blockchain Oriented Software Engineering (IWBOSE), Campobasso, Italy, 20.03.2018-20.03.2018. Piscataway, NJ, USA: IEEE, pp. 19-25. https://doi.org/10.1109/IWBOSE.2018.8327567

Article

RIPL: A Parallel Image Processing Language for FPGAs

Stewart R, Duncan K, Michaelson G, Garcia P, Bhowmik D & Wallace A (2018) RIPL: A Parallel Image Processing Language for FPGAs. ACM Transactions on Reconfigurable Technology and Systems, 11 (1), Art. No.: 7. https://doi.org/10.1145/3180481

Conference Paper (published)

Combining deep convolutional neural network and SVM to SAR image target recognition

Gao F, Huang T, Wang J, Sun J, Yang E & Hussain A (2018) Combining deep convolutional neural network and SVM to SAR image target recognition. In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), volume 2018-January. The 3rd International Conference on Smart Data (SmartData-2017), 21.06.2017-23.06.2017. Exeter, UK: Institute of Electrical and Electronic Engineers, pp. 1082-1085. https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.165

Conference Paper (published)

Deep learning driven multimodal fusion for automated deception detection

Gogate M, Adeel A & Hussain A (2018) Deep learning driven multimodal fusion for automated deception detection. In: 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA, 27.11.2017-01.12.2017. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/ssci.2017.8285382

Book Chapter

Literature Survey

Satapathy R, Cambria E & Hussain A (2018) Literature Survey. In: Satapathy R, Cambria E & Hussain A (eds.) Sentiment Analysis in the Bio-Medical Domain: Techniques, Tools, and Applications. Socio-Affective Computing. Amsterdam: Springer Publishing Company, pp. 21-38. https://doi.org/10.1007/978-3-319-68468-0_2

Book Chapter

SenticNet

Satapathy R, Cambria E & Hussain A (2018) SenticNet. In: Satapathy R, Cambria E & Hussain A (eds.) Sentiment Analysis in the Bio-Medical Domain: Techniques, Tools, and Applications. Socio-Affective Computing. Amsterdam: Springer Publishing Company, pp. 39-103. https://doi.org/10.1007/978-3-319-68468-0_3

Article

Special Issue Editorial: Cognitively Inspired Computing for Knowledge Discovery

Huang K, Zhang R, Jin X & Hussain A (2018) Special Issue Editorial: Cognitively Inspired Computing for Knowledge Discovery. Cognitive Computation, 10 (1), pp. 1-2. https://doi.org/10.1007/s12559-017-9532-y

Article

Learning from Few Samples with Memory Network

Zhang S, Huang K, Zhang R & Hussain A (2018) Learning from Few Samples with Memory Network. Cognitive Computation, 10 (1), pp. 15-22. https://doi.org/10.1007/s12559-017-9507-z

Article

Clustering-Oriented Multiple Convolutional Neural Networks for Single Image Super-Resolution

Ren P, Sun W, Luo C & Hussain A (2018) Clustering-Oriented Multiple Convolutional Neural Networks for Single Image Super-Resolution. Cognitive Computation, 10 (1), pp. 165-178. https://doi.org/10.1007/s12559-017-9512-2

Article

Risk-based strategies for surveillance of tuberculosis infection in cattle for low-risk areas in England and Scotland

Salvador LCM, Deason M, Enright J, Bessell PR & Kao RR (2018) Risk-based strategies for surveillance of tuberculosis infection in cattle for low-risk areas in England and Scotland. Epidemiology and Infection, 146 (1), pp. 107-118. https://doi.org/10.1017/S0950268817001935

Article

Semi-supervised learning for big social data analysis

Hussain A & Cambria E (2018) Semi-supervised learning for big social data analysis. Neurocomputing, 275, pp. 1662-1673. https://doi.org/10.1016/j.neucom.2017.10.010

Article

The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak

Mavragani A & Ochoa G (2018) The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak. Big Data and Cognitive Computing, 2 (1), Art. No.: 2. https://doi.org/10.3390/bdcc2010002

Article

Optimisation of transportation service network using kappa-node large neighbourhood search

Bai R, Woodward J, Subramanian N & Cartlidge J (2018) Optimisation of transportation service network using kappa-node large neighbourhood search. Computers and Operations Research, 89, pp. 193-205. https://doi.org/10.1016/j.cor.2017.06.008

Article

The tubercular badger and the uncertain curve:- the need for a multiple stressor approach in environmental radiation protection

Mothersill C, Abend M, Bréchignac F, Copplestone D, Geras’kin S, Goodman J, Horemans N, Jeggo P, McBride W, Mousseau TA, O’Hare A, Papineni RVL, Powathil G, Schofield PN & Austin B (2018) The tubercular badger and the uncertain curve:- the need for a multiple stressor approach in environmental radiation protection. Environmental Research, 168, pp. 130-140. https://doi.org/10.1016/j.envres.2018.09.031

Conference Paper (published)

Knowledge-oriented leadership and innovation: A mediating role of knowledge creation: A case of software industry

Mehmood K & Hussain A (2018) Knowledge-oriented leadership and innovation: A mediating role of knowledge creation: A case of software industry. In: 2017 4th International Conference on Systems and Informatics (ICSAI), volume 2018-January. 4th International Conference on Systems and Informatics (ICSAI), Hangzhou, China, 11.11.2017-13.11.2017. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers, pp. 1647-1651. https://doi.org/10.1109/ICSAI.2017.8248548

Conference Paper (published)

Managing association of information system outsourcing: A case of information technology (IT) service provider

Mehmood K & Hussain A (2018) Managing association of information system outsourcing: A case of information technology (IT) service provider. In: 2017 4th International Conference on Systems and Informatics (ICSAI), volume 2018-January. 4th International Conference on Systems and Informatics (ICSAI), 2017, Huangzhou, China, 11.11.2017-13.11.2017. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers, pp. 1703-1707. https://www.scopus.com/inward/record.uri?eid=&doi=10.1109%2fICSAI.2017.8248558&partnerID=40&md5=ba3a4573d9b8a5ed161637eaedb90925; https://doi.org/10.1109/ICSAI.2017.8248558

Conference Paper (published)

A general framework for blockchain analytics

Bartoletti M, Bracciali A, Lande S & Pompianu L (2017) A general framework for blockchain analytics. In: SERIAL '17 Proceedings of the 1st Workshop on Scalable and Resilient Infrastructures for Distributed Ledgers. SERIAL '17 - 1st Workshop on Scalable and Resilient Infrastructures for Distributed Ledgers, Las Vegas, NV, USA, 11.12.2017-15.12.2017. New York: ACM, p. Article 7. https://doi.org/10.1145/3152824.3152831

Article

On the effectiveness of feature selection methods for gait classification under different covariate factors

Yeoh TW, Daolio F, Aguirre HE & Tanaka K (2017) On the effectiveness of feature selection methods for gait classification under different covariate factors. Applied Soft Computing, 61, pp. 42-57. https://doi.org/10.1016/j.asoc.2017.07.041

Conference Paper (published)

A comparison of approaches for automated text extraction from scholarly figures

Böschen F & Scherp A (2017) A comparison of approaches for automated text extraction from scholarly figures. In: Amsaleg L, Guðmundsson G, Gurrin C, Jónsson B & Satoh S (eds.) MultiMedia Modeling. MMM 2017. Lecture Notes in Computer Science, 10132. MMM2017: 23rd International Conference on Multimedia Modeling, Reykjavik, Iceland, 04.01.2017-06.01.2017. Cham, Switzerland: Springer, pp. 15-27. https://doi.org/10.1007/978-3-319-51811-4_2

Conference Paper (published)

Validated exponential analysis for harmonic sounds

Briani M, Cuyt A & Lee W (2017) Validated exponential analysis for harmonic sounds. In: Torin A, Hamilton B, Bilbao S & Newton M (eds.) Proceedings of the 20th International Conference on Digital Audio Effects (DAFx-17). DAFx proceedings series. 20th International Conference on Digital Audio Effects, Edinburgh, UK, 05.09.2017-09.09.2017. Hamburg, Germany: University of Edinburgh, pp. 222-227. http://www.dafx17.eca.ed.ac.uk/Proceedings.html

Book Chapter

Application to Sentiment Analysis

Satapathy R, Cambria E & Hussain A (2017) Application to Sentiment Analysis. In: Satapathy R, Cambria E & Hussain A (eds.) Sentiment Analysis in the Bio-Medical Domain: Techniques, Tools, and Applications. Socio-Affective Computing. New York: Springer International Publishing Ag, pp. 105-125. https://doi.org/10.1007/978-3-319-68468-0_4

Conference Paper (published)

Sparse interpolation, the FFT algorithm and FIR filters

Briani M, Cuyt A & Lee W (2017) Sparse interpolation, the FFT algorithm and FIR filters. In: Gerdt V, Koepf W, Seiler W & Vorozhtsov E (eds.) Computer Algebra in Scientific Computing - 19th International Workshop, CASC 2017, Beijing, China, September 18-22, 2017, Proceedings. Lecture Notes in Computer Science (LNCS), 10490. 19th International Workshop on Computer Algebra in Scientific Computing, Beijing, China, 18.09.2017-22.09.2017. Cham, Switzerland: Springer International Publishing, pp. 27-39. https://doi.org/10.1007/978-3-319-66320-3

Conference Paper (published)

Content recommendation through semantic annotation of user reviews and linked data

Vagliano I, Monti D, Scherp A & Morisio M (2017) Content recommendation through semantic annotation of user reviews and linked data. In: Proceedings of the Knowledge Capture Conference. Knowledge Capture Conference K-Cap 2017, Austin, TX, USA, 04.12.2017-06.12.2017. New York: ACM, p. Article 32. https://doi.org/10.1145/3148011.3148035

Conference Paper (published)

Using Titles vs. Full-text as source for automated semantic document annotation

Galke L, Mai F, Schelten A, Brunsch D & Scherp A (2017) Using Titles vs. Full-text as source for automated semantic document annotation. In: Proceedings of the Knowledge Capture Conference K-Cap 2017. Knowledge Capture Conference 2017, Austin, TX, USA, 04.12.2017-06.12.2017. New York: ACM, p. Article 20. https://doi.org/10.1145/3148011.3148039

Conference Paper (published)

Welcome message

Scherp A, Mezaris V, Köhler T & Hauptmann A (2017) Welcome message. In: Scherp A, Mezaris V, Köhler T & Hauptmann A (eds.) Proceedings of the 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training. 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training, 23.10.2017-27.10.2017. California: ACM, pp. iii-iv.

Conference Paper (published)

MultiEdTech 2017: 1st international workshop on multimedia-based educational and knowledge technologies for personalized and social online training

Scherp A, Mezaris V, Köhler T & Hauptmann A (2017) MultiEdTech 2017: 1st international workshop on multimedia-based educational and knowledge technologies for personalized and social online training. In: Proceedings of the 2017 ACM on Multimedia Conference MM '17. ACM on Multimedia Conference 2017, Mountain View, CA, USA, 23.10.2017-27.10.2017. New York: ACM, pp. 1980-1982. https://doi.org/10.1145/3123266.3132056

Conference Paper (published)

Keeping linked open data caches up-to-date by predicting the life-time of RDF triples

Nishioka C & Scherp A (2017) Keeping linked open data caches up-to-date by predicting the life-time of RDF triples. In: Proceedings of the International Conference on Web Intelligence WI '17. International Conference on Web Intelligence 2017, Leipzig, Germany, 23.08.2017-26.08.2017. New York: ACM, pp. 73-80. https://doi.org/10.1145/3106426.3106463

Conference Paper (published)

Evaluation of the comprehensiveness of bar charts with and without stacking functionality using eye-tracking

Böschen F, Strobel B, Goos S, Liebers C, Rathje B & Scherp A (2017) Evaluation of the comprehensiveness of bar charts with and without stacking functionality using eye-tracking. In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval (CHIIR '17). Conference on Conference Human Information Interaction and Retrieval 2017, Oslo, Norway, 07.03.2017-11.03.2017. New York: ACM, pp. 337-340. https://doi.org/10.1145/3020165.3022147

Conference Paper (published)

High-dimensional simplexes for supermetric search

Connor R, Vadicamo L & Rabitti F (2017) High-dimensional simplexes for supermetric search. In: Beecks C, Borutta F, Kröger P & Seidl T (eds.) Similarity Search and Applications. SISAP 2017. Lecture Notes in Computer Science, 10609. Similarity Search and Applications 10th International Conference, SISAP 2017, Munich, 04.10.2017-06.10.2017. Cham, Switzerland: Springer, pp. 96-109. https://doi.org/10.1007/978-3-319-68474-1_7

Conference Paper (published)

Towards Generic Scalable Parallel Combinatorial Search

Archibald B, Maier P, Stewart R, Trinder P & De Beule J (2017) Towards Generic Scalable Parallel Combinatorial Search. In: PASCO 2017 Proceedings of the International Workshop on Parallel Symbolic Computation. International Workshop on Parallel Symbolic Computation, Kaiserslautern, Germany, 23.07.2017-24.07.2017. New York: ACM, p. 6. https://doi.org/10.1145/3115936.3115942

Conference Paper (published)

Multiple Reflection Symmetry Detection via Linear-Directional Kernel Density Estimation

Elawady M, Alata O, Ducottet C, Barat C & Colantoni P (2017) Multiple Reflection Symmetry Detection via Linear-Directional Kernel Density Estimation. In: Krüger N, Heyden A & Felsberg M (eds.) Computer Analysis of Images and Patterns. CAIP 2017. Lecture Notes in Computer Science, 10424. CAIP 2017: International Conference on Computer Analysis of Images and Patterns, Ystad, Sweden, 22.08.2017-24.08.2017. Cham, Switzerland: Springer International Publishing, pp. 344-355. https://doi.org/10.1007/978-3-319-64689-3_28