Showing 401 to 500 of 2296
Article
Somers C, Grieve E, Lennon M, Bouamrane M, Mair FS & McIntosh E (2019) Valuing Mobile Health: An Open-Ended Contingent Valuation Survey of a National Digital Health Program. JMIR mHealth and uHealth, 7 (1), p. e3. https://mhealth.jmir.org/2019/1/e3/; https://doi.org/10.2196/mhealth.9990
Article
Juyal A, Otten W, Falconer R, Hapca S, Schmidt H, Baveye PC & Eickhorst T (2019) Combination of techniques to quantify the distribution of bacteria in their soil microhabitats at different spatial scales. Geoderma, 334, pp. 165-174. https://doi.org/10.1016/j.geoderma.2018.07.031
Article
Predicting referendum results in the Big Data Era
Mavragani A & Tsagarakis KP (2019) Predicting referendum results in the Big Data Era. Journal of Big Data, 6 (1), Art. No.: 3. https://doi.org/10.1186/s40537-018-0166-z
Article
Optimized Memory Allocation and Power Minimization for FPGA-Based Image Processing
Garcia P, Bhowmik D, Stewart R, Michaelson G & Wallace A (2019) Optimized Memory Allocation and Power Minimization for FPGA-Based Image Processing. Journal of Imaging, 5 (1), Art. No.: 7. https://doi.org/10.3390/jimaging5010007
Article
Guided Policy Search for Sequential Multitask Learning
Xiong F, Sun B, Yang X, Qiao H, Huang K, Hussain A & Liu Z (2019) Guided Policy Search for Sequential Multitask Learning. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49 (1), pp. 216-226. https://doi.org/10.1109/TSMC.2018.2800040
Conference Proceeding
On the Fractal Nature of Local Optima Networks
Thomson SL, Verel S, Ochoa G, Veerapen N & McMenemy P (2018) On the Fractal Nature of Local Optima Networks. In: Liefooghe A & López-Ibáñez M (eds.) Evolutionary Computation in Combinatorial Optimization. EvoCOP 2018.. Lecture Notes in Computer Science, 10782. EvoCOP 2018 - The 18th European Conference on Evolutionary Computation in Combinatorial Optimisation, Parma, Italy, 04.04.2018-06.04.2018. Cham, Switzerland: Springer, pp. 18-33. https://doi.org/10.1007/978-3-319-77449-7_2
Conference Proceeding
How Perturbation Strength Shapes the Global Structure of TSP Fitness Landscapes
McMenemy P, Veerapen N & Ochoa G (2018) How Perturbation Strength Shapes the Global Structure of TSP Fitness Landscapes. In: Liefooghe A & López-Ibáñez M (eds.) Evolutionary Computation in Combinatorial Optimization. EvoCOP 2018. Lecture Notes in Computer Science, 10782. EvoCOP 2018 - The 18th European Conference on Evolutionary Computation in Combinatorial Optimisation, Parma, Italy, 04.04.2018-06.04.2018. Cham, Switzerland: Springer, pp. 34-49. https://doi.org/10.1007/978-3-319-77449-7_3
Article
Forecasting AIDS prevalence in the United States using online search traffic data
Mavragani A & Ochoa G (2018) Forecasting AIDS prevalence in the United States using online search traffic data. Journal of Big Data, 5 (1), Art. No.: 17. https://doi.org/10.1186/s40537-018-0126-7
Article
A control theoretical view of cloud elasticity: taxonomy, survey and challenges
Ullah A, Li J, Shen Y & Hussain A (2018) A control theoretical view of cloud elasticity: taxonomy, survey and challenges. Cluster Computing, 21 (4), pp. 1735-1764. https://doi.org/10.1007/s10586-018-2807-6
Article
Cowie J, Boa S, King E, Wells M & Cairns D (2018) Electronic Swallowing Intervention Package to Support Swallowing Function in Patients With Head and Neck Cancer: Development and Feasibility Study. JMIR Formative Research, 2 (2), Art. No.: e15. https://doi.org/10.2196/formative.9703
Conference Proceeding
Area-Energy Aware Dataflow Optimisation of Visual Tracking Systems
Garcia P, Bhowmik D, Wallace A, Stewart R & Michaelson G (2018) Area-Energy Aware Dataflow Optimisation of Visual Tracking Systems. In: Voros N, Huebner M, Keramidas G, Goehringer D, Antonopoulos C & Diniz P (eds.) Applied Reconfigurable Computing. Architectures, Tools, and Applications. Lecture Notes in Computer Science, 10824. ARC 2018: International Symposium on Applied Reconfigurable Computing, Santorini, Greece, 02.05.2018-04.05.2018. Cham, Switzerland: Springer International Publishing, pp. 523-536. https://doi.org/10.1007/978-3-319-78890-6_42
Conference Proceeding
Embedded Vision Systems: A Review of the Literature
Bhowmik D & Appiah K (2018) Embedded Vision Systems: A Review of the Literature. In: Applied Reconfigurable Computing. Architectures, Tools, and Applications. Lecture Notes in Computer Science, 10824. International Symposium on Applied Reconfigurable Computing ARC 2018, Santorini, Greece, 02.05.2018-04.05.2018. Cham, Switzerland: Springer International Publishing, pp. 204-216. https://doi.org/10.1007/978-3-319-78890-6_17
Conference Proceeding
Analyzing the Evolution of Vocabulary Terms and Their Impact on the LOD Cloud
Abdel-Qader M, Scherp A & Vagliano I (2018) Analyzing the Evolution of Vocabulary Terms and Their Impact on the LOD Cloud. In: Gangemi A, Navigli R, Vidal M, Hitzler P, Troncy R, Hollink L, Tordai A & Alam M (eds.) The Semantic Web. ESWC 2018. Lecture Notes in Computer Science, 10843. European Semantic Web Conference, Crete, Greece, 03.06.2018-07.06.2018. Cham, Switzerland: Springer International Publishing, pp. 1-16. https://doi.org/10.1007/978-3-319-93417-4_1
Conference Proceeding
A Case Study of Closed-Domain Response Suggestion with Limited Training Data
Galke L, Gerstenkorn G & Scherp A (2018) A Case Study of Closed-Domain Response Suggestion with Limited Training Data. In: Elloumi M, Granitzer M, Hameurlain A, Seifert C, Stein B, Tjoa A & Wagner R (eds.) Database and Expert Systems Applications. DEXA 2018. Communications in Computer and Information Science, 903. DEXA 2018: International Conference on Database and Expert Systems Applications, 03.09.2018-06.09.2018. Cham, Switzerland: Springer International Publishing, pp. 218-229. https://doi.org/10.1007/978-3-319-99133-7_18
Conference Proceeding
What to Read Next? Challenges and Preliminary Results in Selecting Representative Documents
Beck T, Böschen F & Scherp A (2018) What to Read Next? Challenges and Preliminary Results in Selecting Representative Documents. In: Elloumi M, Granitzer M, Hameurlain A, Seifert C, Stein B, Tjoa A & Wagner R (eds.) Database and Expert Systems Applications. DEXA 2018. Communications in Computer and Information Science, 903. 29th International Conference on Database and Expert Systems Applications, DEXA 2018, Regensburg, Germany, 03.09.2018-06.09.2018. Cham, Switzerland: Springer International Publishing, pp. 230-242. https://doi.org/10.1007/978-3-319-99133-7_19
Conference Proceeding
Querying Metric Spaces with Bit Operations
Connor R & Dearle A (2018) Querying Metric Spaces with Bit Operations. In: Similarity Search and Applications. SISAP 2018. Lecture Notes in Computer Science, 11223. 11th International Conference on Similarity Search and Applications - SISAP 2018, Lima, Peru, 07.10.2018-09.10.2018. Cham, Switzerland: Springer, pp. 33-46. https://doi.org/10.1007/978-3-030-02224-2_3
Conference Proceeding
Fake News Identification on Twitter with Hybrid CNN and RNN Models
Ajao O, Bhowmik D & Zargari S (2018) Fake News Identification on Twitter with Hybrid CNN and RNN Models. In: SMSociety '18 Proceedings of the 9th International Conference on Social Media and Society. International Conference on Social Media and Society - SMSociety '18, 18.07.2018-20.07.2018. Copenhagen, Denmark: ACM Press, pp. 226-230. https://doi.org/10.1145/3217804.3217917
Conference Proceeding
The JPEG-Blockchain Framework for GLAM Services
Bhowmik D, Natu A, Ishikawa T, Feng T & Abhayaratne C (2018) The JPEG-Blockchain Framework for GLAM Services. In: 2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). IEEE International Conference on Multimedia and Expo (ICME) workshop on Privacy Issues in Multimedia, 23.07.2018-27.07.2018. San Diego, USA: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICMEW.2018.8551519
Conference Proceeding
On the Educational Curriculum in Finance and Technology
Karkkainen T, Panos GA, Broby D & Bracciali A (2018) On the Educational Curriculum in Finance and Technology. In: Diplaris S S, Satsiou A, Følstad A, Vafopoulos M & Vilarinho T (eds.) Internet Science: INSCI 2017. Lecture Notes in Computer Science, 10750. INSCI 2017 4th International Conference on Internet Science, Thessaloniki, Greece, 22.11.2017-24.11.2017. Cham, Switzerland: Springer, pp. 7-20. https://doi.org/10.1007/978-3-319-77547-0_1
Conference Proceeding
Investigating Benchmark Correlations when Comparing Algorithms with Parameter Tuning
Christie LA, Brownlee A & Woodward JR (2018) Investigating Benchmark Correlations when Comparing Algorithms with Parameter Tuning. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Genetic and Evolutionary Computation Conference 2018, 15.07.2018-19.07.2018. New York: ACM, pp. 209-210. https://doi.org/10.1145/3205651.3205747
Conference Proceeding
Relating Training Instances to Automatic Design of Algorithms for Bin Packing via Features
Brownlee A, Woodward JR & Veerapen N (2018) Relating Training Instances to Automatic Design of Algorithms for Bin Packing via Features. In: Proceedings of GECCO 2018. Genetic and Evolutionary Computation Conference 2018, 15.07.2018-19.07.2018. New York: ACM, pp. 135-136. https://doi.org/10.1145/3205651.3205748
Conference Proceeding
A Rolling Window with Genetic Algorithm Approach to Sorting Aircraft for Automated Taxi Routing
Brownlee A, Woodward JR, Weiszer M & Chen J (2018) A Rolling Window with Genetic Algorithm Approach to Sorting Aircraft for Automated Taxi Routing. In: Proceedings of the Genetic and Evolutionary Computation Conference 2018. GECCO 2018: The 2018 conference on Genetic and Evolutionary Computation, Kyoto, Japan, 15.07.2018-19.07.2018. New York: ACM, pp. 1207-1213. http://gecco-2018.sigevo.org/index.html/tiki-index.php?page=HomePage; https://doi.org/10.1145/3205455.3205558
Conference Proceeding
Multifractality and Dimensional Determinism in Local Optima Networks
Thomson S, Verel S, Ochoa G, Veerapen N & Cairns D (2018) Multifractality and Dimensional Determinism in Local Optima Networks. In: Proceedings of the Genetic and Evolutionary Computation Conference 2018. 2018 Genetic and Evolutionary Computation Conference (GECCO 2018), Kyoto, Japan, 15.07.2018-19.07.2018. New York: ACM, pp. 371-378. http://gecco-2018.sigevo.org; https://doi.org/10.1145/3205455.3205472
Article
Clinical decision support systems: A visual survey
Farooq K, Khan BS, Niazi MA, Leslie SJ & Hussain A (2018) Clinical decision support systems: A visual survey. Informatica (Slovenia), 42 (4), pp. 485-505. https://doi.org/10.31449/inf.v42i4.1571
Article
Saeed A & Kolberg M (2018) Towards Optimising WLANs Power Saving: Novel Context-aware Network Traffic Classification Based on a Machine Learning Approach. IEEE Access, 7, pp. 3122-3135. https://doi.org/10.1109/access.2018.2888813
Book Chapter
A Re-characterization of Hyper-Heuristics
Swan J, De Causmaecker P, Martin S & Ozcan E (2018) A Re-characterization of Hyper-Heuristics. In: Amodeo L, Talbi EG & Yalaoui F (eds.) Recent Developments in Metaheuristics. Operations Research/Computer Science Interfaces, 62. Cham, Switzerland: Springer Publishing Company, pp. 75-89. https://doi.org/10.1007/978-3-319-58253-5_5
Conference Proceeding
Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection
Amato G, Chávez E, Connor R, Falchi F, Gennaro C & Vadicamo L (2018) Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection. In: Marchand-Maillet S, Silva YN & Chavez E (eds.) 11th International Conference on Similarity Search and Applications, SISAP 2018. Lecture Notes in Computer Science, 11223. SISAP 2018: International Conference on Similarity Search and Applications, Lima, Peru, 07.10.2018-09.10.2018. Cham, Switzerland: Springer Verlag, pp. 3-17. https://doi.org/10.1007/978-3-030-02224-2_1
Conference Proceeding
Exploiting Deep Learning for Persian Sentiment Analysis
Dashtipour K, Gogate M, Adeel A, Ieracitano C, Larijani H & Hussain A (2018) Exploiting Deep Learning for Persian Sentiment Analysis. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 597-604. https://doi.org/10.1007/978-3-030-00563-4_58
Conference Proceeding
SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis
Guellil I, Adeel A, Azouaou F & Hussain A (2018) SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) 9th International Conference on Brain-Inspired Cognitive Systems, BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 557-567. https://doi.org/10.1007/978-3-030-00563-4_54
Conference Proceeding
Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect
Hussien IO, Dashtipour K & Hussain A (2018) Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 615-624. https://doi.org/10.1007/978-3-030-00563-4_60
Conference Proceeding
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection
Ieracitano C, Adeel A, Gogate M, Dashtipour K, Morabito FC, Larijani H, Raza A & Hussain A (2018) Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 759-769. https://doi.org/10.1007/978-3-030-00563-4_74
Conference Proceeding
Saliency Detection via Bidirectional Absorbing Markov Chain
Jiang F, Kong B, Adeel A, Xiao Y & Hussain A (2018) Saliency Detection via Bidirectional Absorbing Markov Chain. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 495-505. https://doi.org/10.1007/978-3-030-00563-4_48
Conference Proceeding
A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter
Alqarafi A, Adeel A, Hawalah A, Swingler K & Hussain A (2018) A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter. In: Hussain A, Zhao H, Ren J, Zheng J, Liu C, Luo B & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. Lecture Notes in Computer Science, 10989. BICS 2018: 9th International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer International Publishing, pp. 589-596. https://doi.org/10.1007/978-3-030-00563-4_57
Book Chapter
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management
Adeel A, Gogate M, Farooq S, Ieracitano C, Dashtipour K, Larijani H & Hussain A (2018) A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management. In: Durrani T, Wang W & Forbes S (eds.) Geological Disaster Monitoring Based on Sensor Networks. Springer Natural Hazards. Singapore: Springer, pp. 57-66. https://doi.org/10.1007/978-981-13-0992-2_5
Conference Proceeding
Fast Lip Feature Extraction Using Psychologically Motivated Gabor Features
Abel A, Gao C, Smith L, Watt R & Hussain A (2018) Fast Lip Feature Extraction Using Psychologically Motivated Gabor Features. In: 2018 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE Symposium Series on Computational Intelligence, SSCI 2018, Bangalore, India, 18.11.2018-21.11.2018. Piscataway, NJ, USA: IEEE, pp. 1033-1040. https://doi.org/10.1109/SSCI.2018.8628931
Article
Towards workload-aware cloud resource provisioning using a multi-controller fuzzy switching approach
Ullah A, Li J & Hussain A (2018) Towards workload-aware cloud resource provisioning using a multi-controller fuzzy switching approach. International Journal of High Performance Computing and Networking, 12 (1), pp. 13-25. https://doi.org/10.1504/IJHPCN.2018.093838
Article
Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis
Mavragani A & Ochoa G (2018) Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis. Journal of Big Data, 5 (1), Art. No.: 30. https://doi.org/10.1186/s40537-018-0140-9
Conference Proceeding
On Symbolic Verification of Bitcoin's script Language
Klomp R & Bracciali A (2018) On Symbolic Verification of Bitcoin's script Language. In: Garcia-Alfaro J, Herrera-Joancomartí J, Livraga G & Rios R (eds.) Data Privacy Management, Cryptocurrencies and Blockchain Technology. DPM 2018, CBT 2018. Lecture Notes in Computer Science, 11025. Data Privacy Management, Cryptocurrencies and Blockchain Technology 2018, Barcelona, Spain, 06.09.2018-07.09.2018. Cham, Switzerland: Springer International Publishing, pp. 38-56. https://doi.org/10.1007/978-3-030-00305-0_3
Conference Proceeding
Multi-modal adversarial autoencoders for recommendations of citations and subject labels
Galke L, Mai F, Vagliano I & Scherp A (2018) Multi-modal adversarial autoencoders for recommendations of citations and subject labels. In: UMAP '18 Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. User Modeling, Adaptation and Personalization - UMAP 2018, Singapore, 08.07.2018-11.07.2018. New York: ACM, pp. 197-205. https://doi.org/10.1145/3209219.3209236
Conference Proceeding
Mai F, Galke L & Scherp A (2018) Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text. In: Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries. 18th ACM/IEEE on Joint Conference on Digital Libraries, Fort Worth, TX, USA, 03.06.2018-07.06.2018. New York: ACM, pp. 169-178. https://doi.org/10.1145/3197026.3197039
Conference Proceeding
Lauscher A, Eckert K, Galke L, Scherp A, Rizvi STR, Ahmed S, Dengel A, Zumstein P & Klein A (2018) Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. In: Chen J, Goncalves M, Allen J, Fox E, Kan M & Petras V (eds.) Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries. 18th ACM/IEEE on Joint Conference on Digital Libraries, Fort Worth, TX, USA, 03.06.2018-07.06.2018. New York: ACM, pp. 109-118. https://doi.org/10.1145/3197026.3197050
Conference Proceeding
Analysing the Evolution of Knowledge Graphs for the Purpose of Change Verification
Nishioka C & Scherp A (2018) Analysing the Evolution of Knowledge Graphs for the Purpose of Change Verification. In: 2018 IEEE 12th International Conference on Semantic Computing (ICSC), volume 2018-January. 12th International Conference on Semantic Computing (ICSC), Laguna Hills, CA, USA, 31.01.2018-02.02.2018. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers, pp. 25-32. https://doi.org/10.1109/ICSC.2018.00013
Conference Proceeding
Towards an incremental schema-level index for distributed linked open data graphs
Blume T & Scherp A (2018) Towards an incremental schema-level index for distributed linked open data graphs. In: Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2018. CEUR Workshop Proceedings, 2191. LWDA 2018: Lernen, Wissen, Daten, Analysen, Mannheim, Germany, 22.08.2018-24.08.2018. Aachen, Germany: CEUR Workshop Proceedings, pp. 61-72.
Conference Proceeding
Towards flexible indices for distributed graph data: The formal schema-level index model FLuID
Blume T & Scherp A (2018) Towards flexible indices for distributed graph data: The formal schema-level index model FLuID. In: Klassen G & Conrad S (eds.) Proceedings of the 30th GI-Workshop Grundlagen von Datenbanken, volume 2126. CEUR Workshop Proceedings, 2126. 30th GI-Workshop Grundlagen von Datenbanken, Wuppertal, Germany, 22.05.2018-25.05.2018. Aachen, Germany: CEUR Workshop Proceedings, pp. 23-28. http://ceur-ws.org/Vol-2126/paper3.pdf
Conference Proceeding
Kirpichnikova A & Kirpichnikova N (2018) Comparison of the currents in the Dirichlet and Neumann shortwave diffraction problems of a plane wave from smooth prolate bodies of revolution. In: Proceedings of the International Conference Days on Diffraction 2018. Days on Diffraction 2018, Saint-Petersburg, Russia, 04.06.2018-08.06.2018. St Petersburg: Institute of Electrical and Electronics Engineers, pp. 161-167. https://doi.org/10.1109/DD.2018.8553047
Conference Proceeding
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 Proceeding
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 Proceeding
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 Proceeding
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 Proceeding
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 Proceeding
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 Proceeding
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 Proceeding
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
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 Proceeding
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 Proceeding
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
Article
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
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
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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
Conference Proceeding
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
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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
Article
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
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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
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 Proceeding
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
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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 Proceeding
Mobile support for adults with mild learning disabilities during clinical consultations
(2018) Mobile support for adults with mild learning disabilities during clinical consultations. MobileHCI '18: 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, Barcelona Spain, 03.09.2018-06.09.2018. ACM. https://dl.acm.org/doi/10.1145/3229434.3229469; https://doi.org/10.1145/3229434.3229469
Conference Proceeding
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
Conference Proceeding
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
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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
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Using machine learning for predicting severe postoperative complications after cardiac surgery
Lapp L, Young D, Kavanagh K, Bouamrane M & Schraag S (2018) Using machine learning for predicting severe postoperative complications after cardiac surgery. Journal of Cardiothoracic and Vascular Anesthesia, 32, pp. S84-S85. https://www.sciencedirect.com/science/article/abs/pii/S1053077018307924; https://doi.org/10.1053/j.jvca.2018.08.156
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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
Meeting Abstract
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 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