Conference Paper (published)
Perturbation strength and the global structure of qap fitness landscapes
Ochoa G & Herrmann S (2018) Perturbation strength and the global structure of qap fitness landscapes. In: Fonseca C, Lourenco N, Machado P, Paquete L, Auger A & Whitley D (eds.) Parallel Problem Solving from Nature – PPSN XV. PPSN 2018. Lecture Notes in Computer Science, 11102. PPSN 2018: International Conference on Parallel Problem Solving from Nature, Coimbra, Portugal, 08.09.2018-12.09.2018. Cham, Switzerland: Springer Verlag, pp. 245-256. https://doi.org/10.1007/978-3-319-99259-4_20
Conference Paper (published)
Sampling local optima networks of large combinatorial search spaces: The qap case
Verel S, Daolio F, Ochoa G & Tomassini M (2018) Sampling local optima networks of large combinatorial search spaces: The qap case. In: Fonseca C, Lourenco N, Machado P, Paquete L, Auger A & Whitley D (eds.) Parallel Problem Solving from Nature – PPSN XV. PPSN 2018. Lecture Notes in Computer Science, 11102. PPSN 2018: International Conference on Parallel Problem Solving from Nature, Coimbra, Portugal, 08.09.2018-12.09.2018. Cham, Switzerland: Springer Verlag, pp. 257-268. https://doi.org/10.1007/978-3-319-99259-4_21
Conference Paper (published)
Performance Comparison of Ad-hoc Retrieval Models over Full-text vs. Titles of Documents
Saleh A, Beck T, Galke L & Scherp A (2018) Performance Comparison of Ad-hoc Retrieval Models over Full-text vs. Titles of Documents. In: Dobreva M, Hinze A & Žumer M (eds.) Maturity and Innovation in Digital Libraries. ICADL 2018. Lecture Notes in Computer Science, 11279. The 20th International Conference on Asia-Pacific Digital Libraries, Hamilton, New Zealand, 19.11.2018-22.11.2018. Cham, Switzerland: Springer, pp. 290-303. https://doi.org/10.1007/978-3-030-04257-8
Conference Paper (published)
From exponential analysis to Padé approximation and tensor decomposition, in one and more dimensions
Cuyt A, Knaepkens F & Lee W (2018) From exponential analysis to Padé approximation and tensor decomposition, in one and more dimensions. In: Gerdt V, Koepf W, Seiler W & Vorozhtsov E (eds.) Computer Algebra in Scientific Computing. CASC 2018. Lecture Notes in Computer Science (LNCS), 11077. Computer Algebra in Scientific Computing, Lille, France, 17.09.2018-21.09.2018. Cham, Switzerland: Springer International Publishing, pp. 116-130. https://doi.org/10.1007/978-3-319-99639-4_8
Conference Paper (published)
Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation
Vagliano I, Galke L, Mai F & Scherp A (2018) Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation. In: Proceedings of the ACM Recommender Systems Challenge 2018 (RecSys Challenge '18). ACM Recommender Systems Challenge 2018 (RecSys Challenge '18), Vancouver, Canada, 07.10.2018-07.10.2018. New York: ACM Press. https://doi.org/10.1145/3267471.3267476
Conference Paper (published)
A Pattern-Based Core Ontology for Product Lifecycle Management based on DUL
Schönteich F, Kasten A & Scherp A (2018) A Pattern-Based Core Ontology for Product Lifecycle Management based on DUL. In: Skjæveland M, Hu Y, Hammar K, Svátek V & Ławrynowicz A (eds.) Proceedings of the 9th Workshop on Ontology Design and Patterns (WOP 2018) co-located with 17th International Semantic Web Conference (ISWC 2018). CEUR Workshop Proceedings, 2195. WOP 2018: Workshop on Ontology Design and Patterns, Monterey, USA, 09.10.2018-09.10.2018. Aachen, Germany: CEUR Workshop Proceedings, pp. 92-106. http://ceur-ws.org/Vol-2195/research_paper_6.pdf
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
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
Conference Paper (published)
Mobile-Based Painting Photo Retrieval Using Combined Features
Companioni-Brito C, Mariano-Calibjo Z, Elawady M & Yildirim S (2018) Mobile-Based Painting Photo Retrieval Using Combined Features. In: Karray F, ter Haar Romeny B & Campilho A (eds.) Image Analysis and Recognition. ICIAR 2018. Lecture Notes in Computer Science, 10882. ICIAR 2018: International Conference Image Analysis and Recognition, Póvoa de Varzim, Portugal, 27.06.2018-29.06.2018. Cham, Switzerland: Springer International Publishing, pp. 278-284. https://doi.org/10.1007/978-3-319-93000-8_32
Conference Paper (published)
Editorial Image Retrieval Using Handcrafted and CNN Features
Companioni-Brito C, Elawady M, Yildirim S & Hardeberg JY (2018) Editorial Image Retrieval Using Handcrafted and CNN Features. In: Mansouri A, El Moataz A, Nouboud F & Mammass D (eds.) Image and Signal Processing. Lecture Notes in Computer Science, 10884. ICISP 2018: International Conference on Image and Signal Processing, Cherbourg, France, 02.07.2018-04.07.2018. Cham, Switzerland: Springer International Publishing, pp. 284-291. https://doi.org/10.1007/978-3-319-94211-7_31
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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
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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
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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
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
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
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
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 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
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
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
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
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
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
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
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
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
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
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
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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
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
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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
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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
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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
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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
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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
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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
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
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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
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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
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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
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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
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
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
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
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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
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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.
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.
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.
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
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
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
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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
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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
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
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
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
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
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
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
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
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
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
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
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
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)
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
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
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
