Computing Science & Mathematics

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Outputs related to Computing Science & Mathematics

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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

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

Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text

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

Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph

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

Comparison of the currents in the Dirichlet and Neumann shortwave diffraction problems of a plane wave from smooth prolate bodies of revolution

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

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

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

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

Conference Proceeding

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

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

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

Meeting 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

Conference Proceeding

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

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

Conference Proceeding

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