Department of Engineering

Dr Manuel Herrera Fernandez - Publications

Number of items: 92.

Article

Giudicianni, C and Herrera, M and Di Nardo, A and Oliva, G and Scala, A (2021) The faster the better: On the shortest paths role for near real-time decision making of water utilities. Reliability Engineering and System Safety, 212. ISSN 0951-8320

Xie, X and Lu, Q and Herrera, M and Yu, Q and Parlikad, AK and Schooling, JM (2021) Does historical data still count? Exploring the applicability of smart building applications in the post-pandemic period. Sustainable Cities and Society, 69. ISSN 2210-6707

Jain, AK and Dhada, M and Hernandez, MP and Herrera, M and Parlikad, AK (2021) A comprehensive framework from real-time prognostics to maintenance decisions. IET Collaborative Intelligent Manufacturing, 3. pp. 175-183.

Di Nardo, A and Boccelli, DL and Herrera, M and Creaco, E and Cominola, A and Sitzenfrei, R and Taormina, R (2021) Smart urban water networks: Solutions, trends and challenges. Water (Switzerland), 13.

Hadjidemetriou, GM and Herrera, M and Parlikad, AK (2021) Condition and criticality-based predictive maintenance prioritisation for networks of bridges. Structure and Infrastructure Engineering. ISSN 1573-2479

Herrera, M and Proselkov, Y and Perez-Hernandez, M and Parlikad, AK (2021) Mining Graph-Fourier Transform Time Series for Anomaly Detection of Internet Traffic at Core and Metro Networks. IEEE Access, 9. pp. 8997-9011.

Hernandez, MP and Mcfarlane, D and Parlikad, AK and Herrera, M and Jain, AK (2021) Relaxing Platform Dependencies in Agent-Based Control Systems. IEEE Access, 9. pp. 30511-30527.

Parkin, A and Herrera, M and Coley, DA (2020) Net-zero buildings: when carbon and energy metrics diverge. Buildings and Cities, 1. pp. 86-99.

Giudicianni, C and Herrera, M and di Nardo, A and Carravetta, A and Ramos, HM and Adeyeye, K (2020) Zero-net energy management for the monitoring and control of dynamically-partitioned smart water systems. Journal of Cleaner Production, 252. ISSN 0959-6526

Giudicianni, C and Herrera, M and Di Nardo, A and Greco, R and Creaco, E and Scala, A (2020) Topological Placement of Quality Sensors in Water-Distribution Networks without the Recourse to Hydraulic Modeling. Journal of Water Resources Planning and Management, 146. 04020030-04020030. ISSN 0733-9496

Herrera, M and Pérez-Hernández, M and Parlikad, AK and Izquierdo, J (2020) Multi-agent systems and complex networks: Review and applications in systems engineering. Processes, 8.

Dhada, M and Jain, AK and Herrera, M and Hernandez, MP and Parlikad, AK (2020) Secure and communications-efficient collaborative prognosis. IET Collaborative Intelligent Manufacturing, 2. pp. 164-173.

Shamshirband, S and Herrera, M and Shojafar, M (2020) Editorial. International Journal of Advanced Intelligence Paradigms, 16. pp. 1-3. ISSN 1755-0386

Ayala-Cabrera, D and Piller, O and Herrera, M and Gilbert, D and Deuerlein, J (2019) Absorptive Resilience Phase Assessment Based on Criticality Performance Indicators for Water Distribution Networks. Journal of Water Resources Planning and Management, 145. 04019037-04019037. ISSN 0733-9496

Ahmadi, MH and Dehghani Madvar, M and Sadeghzadeh, M and Rezaei, MH and Herrera, M and Shamshirband, S (2019) Current Status Investigation and Predicting Carbon Dioxide Emission in Latin American Countries by Connectionist Models. Energies. ISSN 1996-1073

Parkin, A and Herrera, M and Coley, DA (2019) Energy or carbon? Exploring the relative size of universal zero carbon and zero energy design spaces. Building Services Engineering Research and Technology, 40. pp. 319-339. ISSN 0143-6244

Giudicianni, C and Herrera, M and di Nardo, A and Adeyeye, K (2019) Automatic Multiscale Approach for Water Networks Partitioning into Dynamic District Metered Areas. Water Resources Management, 34. pp. 835-848. ISSN 0920-4741

Hughes, C and Natarajan, S and Liu, C and Chung, WJ and Herrera, M (2019) Winter thermal comfort and health in the elderly. Energy Policy, 134. ISSN 0301-4215

Navarrete-López, C and Herrera, M and Brentan, BM and Luvizotto, E and Izquierdo, J (2019) Enhanced water demand analysis via symbolic approximation within an epidemiology-based forecasting framework. Water (Switzerland), 11.

Ambrosio, JK and Brentan, BM and Herrera, M and Luvizotto, E and Ribeiro, L and Izquierdo, J (2019) Committee Machines for Hourly Water Demand Forecasting in Water Supply Systems. Mathematical Problems in Engineering, 2019. ISSN 1024-123X

Ahmadi, MH and Madvar, MD and Sadeghzadeh, M and Rezaei, MH and Herrera, M and Shamshirband, S (2019) Current status investigation and predicting carbon dioxide emission in Latin American countries by connectionist models. Energies, 12.

Taormina, R and Galelli, S and Tippenhauer, NO and Salomons, E and Ostfeld, A and Eliades, DG and Aghashahi, M and Sundararajan, R and Pourahmadi, M and Banks, MK and Brentan, BM and Campbell, E and Lima, G and Manzi, D and Ayala-Cabrera, D and Herrera, M and Montalvo, I and Izquierdo, J and Luvizotto, E and Chandy, SE and Rasekh, A and Barker, ZA and Campbell, B and Shafiee, ME and Giacomoni, M and Gatsis, N and Taha, A and Abokifa, AA and Haddad, K and Lo, CS and Biswas, P and Fayzul, M and Kc, B and Somasundaram, SL and Housh, M and Ohar, Z (2018) Battle of the Attack Detection Algorithms: Disclosing cyber attacks on water distribution networks. Journal of Water Resources Planning and Management, 144. ISSN 0733-9496

Okutan, RS and Kershaw, T and Fernandez, MH and Coley, D (2018) A socio-mathematical approach to exploring conflicts between energy retrofit and perceived heritage character. Building and Environment, 138. pp. 11-20. ISSN 0360-1323

Brentan, B and Campbell, E and Goulart, T and Manzi, D and Meirelles, G and Herrera, M and Izquierdo, J and Luvizotto, E (2018) Social network community detection and hybrid optimization for dividing water supply into district metered areas. Journal of Water Resources Planning and Management, 144. ISSN 0733-9496

Herrera, M and Meniconi, S and Alvisi, S and Izquierdo, J (2018) Advanced hydroinformatic techniques for the simulation and analysis of water supply and distribution systems. Water (Switzerland), 10.

Herrera, M and Ramallo-González, AP and Eames, M and Ferreira, AA and Coley, DA (2018) Creating extreme weather time series through a quantile regression ensemble. Environmental Modelling and Software. pp. 28-37. ISSN 1364-8152

Fosas, D and Coley, DA and Natarajan, S and Herrera, M and Fosas de Pando, M and Ramallo-Gonzalez, A (2018) Mitigation versus adaptation: Does insulating dwellings increase overheating risk? Building and Environment, 143. pp. 740-759. ISSN 0360-1323

di Nardo, A and Giudicianni, C and Greco, R and Herrera, M and Santonastaso, GF (2018) Applications of graph spectral techniques towater distribution network management. Water (Switzerland), 10.

Fotovatikhah, F and Herrera, M and Shamshirband, S and Chau, KW and Ardabili, SF and Piran, MJ (2018) Survey of computational intelligence as basis to big flood management: Challenges, research directions and future work. Engineering Applications of Computational Fluid Mechanics, 12. pp. 411-437. ISSN 1994-2060

Herrera, M and Natarajan, S and Coley, DA and Kershaw, T and Ramallo-González, AP and Eames, M and Fosas, D and Wood, M (2017) A review of current and future weather data for building simulation. Building Services Engineering Research and Technology, 38. pp. 602-627. ISSN 0143-6244

Vellei, M and Herrera, M and Fosas, D and Natarajan, S (2017) The influence of relative humidity on adaptive thermal comfort. Building and Environment, 124. pp. 171-185. ISSN 0360-1323

Coley, D and Herrera, M and Fosas, D and Liu, C and Vellei, M (2017) Probabilistic adaptive thermal comfort for resilient design. Building and Environment, 123. pp. 109-118. ISSN 0360-1323

Brentan, BM and Meirelles, G and Herrera, M and Luvizotto, E and Izquierdo, J (2017) Correlation Analysis of Water Demand and Predictive Variables for Short-Term Forecasting Models. Mathematical Problems in Engineering, 2017. ISSN 1024-123X

Gouscos, D (2017) Editorial. International Journal of Electronic Governance, 9. pp. 1-3. ISSN 1742-7509

Brentan, BM and Luvizotto, E and Herrera, M and Izquierdo, J and Pérez-García, R (2017) Hybrid regression model for near real-time urban water demand forecasting. Journal of Computational and Applied Mathematics, 309. pp. 532-541. ISSN 0377-0427

Herrera, M and Abraham, E and Stoianov, I (2016) A Graph-Theoretic Framework for Assessing the Resilience of Sectorised Water Distribution Networks. Water Resources Management, 30. pp. 1685-1699. ISSN 0920-4741

Herrera, M and Ferreira, AA and Coley, DA and De Aquino, RRB (2016) SAX-quantile based multiresolution approach for finding heatwave events in summer temperature time series. AI Communications, 29. pp. 725-732. ISSN 0921-7126

Ramos-Martínez, E and Herrera, M and Izquierdo, J and Pérez-García, R (2014) Ensemble of naïve Bayesian approaches for the study of biofilm development in drinking water distribution systems. International Journal of Computer Mathematics, 91. pp. 135-146. ISSN 0020-7160

Ayala-Cabrera, D and Herrera, M and Izquierdo, J and Pérez-García, R (2014) GPR data analysis using multi-agent and clustering approaches: A tool for technical management of water supply systems. Digital Signal Processing: A Review Journal, 27. pp. 140-149. ISSN 1051-2004

Herrera, M and Guglielmetti, A and Xiao, M and Filomeno Coelho, R (2014) Metamodel-assisted optimization based on multiple kernel regression for mixed variables. Structural and Multidisciplinary Optimization, 49. pp. 979-991. ISSN 1615-147X

Montalvo, I and Izquierdo, J and Pérez-García, R and Herrera, M (2014) Water distribution system computer-aided design by agent swarm optimization. Computer-Aided Civil and Infrastructure Engineering, 29. pp. 433-448. ISSN 1093-9687

Gutiérrez-Pérez, JA and Herrera, M and Pérez-García, R and Ramos-Martínez, E (2013) Application of graph-spectral methods in the vulnerability assessment of water supply networks. Mathematical and Computer Modelling, 57. pp. 1853-1859. ISSN 0895-7177

Bru-Juanes, JM and Bru-Lázaro, JM and Herrera, M and Izquierdo, J (2013) Normal goniometric values to guide decision-making in lower-extremity rotational problems using support vector machine techniques. Mathematical and Computer Modelling, 57. pp. 1780-1787. ISSN 0895-7177

Ayala-Cabrera, D and Herrera, M and Izquierdo, J and Ocaña-Levario, SJ and Pérez-García, R (2013) GPR-based water leak models in water distribution systems. Sensors (Switzerland), 13. pp. 15912-15936. ISSN 1424-8220

Roig, JV and García Armengol, J and García Fadrique, A and Herrera, M and Montalvo, I and Izquierdo, J (2011) Accreditation and dedication in Coloproctology is associated with good perioperative care. Cirugia Espanola, 89. pp. 94-100. ISSN 0009-739X

Ayala-Cabrera, D and Herrera, M and Izquierdo, J and Pérez-García, R (2011) Location of buried plastic pipes using multi-agent support based on GPR images. Journal of Applied Geophysics, 75. pp. 679-686. ISSN 0926-9851

Herrera, M and García-Díaz, JC and Izquierdo, J and Pérez-García, R (2011) Municipal Water Demand Forecasting: Tools for Intervention Time Series. Stochastic Analysis and Applications, 29. pp. 998-1007. ISSN 0736-2994

Ayala-Cabrera, D and Herrera, M and Montalvo, I and Pérez-García, R (2011) Towards the visualization of water supply system components with GPR images. Mathematical and Computer Modelling, 54. pp. 1818-1822. ISSN 0895-7177

Herrera, M and Torgo, L and Izquierdo, J and Pérez-García, R (2010) Predictive models for forecasting hourly urban water demand. Journal of Hydrology, 387. pp. 141-150. ISSN 0022-1694

Montalvo, I and Izquierdó, J and Peerez-Garcia, R and Herrera, M (2010) Improved performance of PSO with self-adaptive parameters for computing the optimal design of Water Supply Systems. Engineering Applications of Artificial Intelligence, 23. pp. 727-735. ISSN 0952-1976

Herrera, M and Izquierdo, J and Montalvo, I and García-Armengol, J and Roig, JV (2009) Identification of surgical practice patterns using evolutionary cluster analysis. Mathematical and Computer Modelling, 50. pp. 705-712. ISSN 0895-7177

Izquierdo, J and Montalvo, I and Pérez, R and Herrera, M (2008) Sensitivity analysis to assess the relative importance of pipes in water distribution networks. Mathematical and Computer Modelling, 48. pp. 268-278. ISSN 0895-7177

Book Section

Herrera, M and Ramos-Martínez, E and Gutíerrez-Pérez, JA and Izquierdo, J and Pérez-García, R (2017) On kernel spectral clustering for identifying areas of biofilm development in water distribution systems. In: Mathematical Research Summaries. UNSPECIFIED, 105-.

Ramos-Martínez, E and Gutíerrez-Pérez, JA and Herrera, M and Izquierdo, J and Pérez-García, R (2017) Pipe database analysis transduction to assess the spatial vulnerability to biofilm development in drinking water distribution systems. In: Mathematical Research Summaries. UNSPECIFIED, pp. 103-104.

Herrera, M and Ramos-Martínez, E and Gutíerrez-Pérez, JA and Izquierdo, J and Pérez-García, R (2014) On Kernel Spectral Clustering for Identifying Areas of Biofilm Development in Water Distribution Systems. In: Mathematical Modeling in Social Sciences and Engineering. UNSPECIFIED, pp. 81-90.

Ramos-Martínez, E and Gutíerrez-Pérez, JA and Herrera, M and Izquierdo, J and Pérez-García, R (2014) Pipe Database Analysis Transduction to Assess the Spatial Vulnerability to Biofilm Development in Drinking Water Distribution Systems. In: Mathematical Modeling in Social Sciences and Engineering. UNSPECIFIED, pp. 71-80.

Conference or Workshop Item

Proselkov, Y and Herrera, M and Parlikad, AK and Brintrup, A (2021) Distributed Dynamic Measures of Criticality for Telecommunication Networks. In: UNSPECIFIED pp. 421-432..

Hernández, MP and McFarlane, D and Herrera, M and Jain, AK and Parlikad, AK (2020) Comparing agent-based control architectures for next generation telecommunication network infrastructures. In: UNSPECIFIED pp. 11062-11067..

Herrera, M and Pérez-Hernández, M and Jain, AK and Parlikad, AK (2020) Critical link analysis of a national internet backbone via dynamic perturbation. In: UNSPECIFIED pp. 155-160..

Ferreira, AA and Barbosa, IMBR and Aquino, RRB and Herrera Fernandez, AM and Natarajan, S and Fosas, D and Coley, D (2018) Adaptive piecewise and symbolic aggregate approximation as an improved representation method for heat waves detection. In: Science and Information Conference, 2018-7-10 to 2018-7-12 pp. 658-671..

Herrera, M and Wright, R and Giudicianni, C and Di Nardo, A and Izquierdo, J (2018) Complex Network Multiresolution for Optimal Sensor Placement in Big Urban Infrastructures. In: 21st International Conference of the Catalan Association for Artificial Intelligence (CCIA 2018), 2018-10-8 to 2018-10-11 pp. 74-78..

Aquino, RRBD and Silva, HBD and Albuquerque, JCD and Herrera, M and Neto, AC and Ferreira, AA (2017) Piecewise Aggregate Approximation and Quantile Regression for Wind Speed Analysis. In: International Conference on Computational Science and Computational Intelligence, 2017-12-14 to 2017-12-17 pp. 1497-1500..

Brentan, BM and Campbell, E and Lima, G and Manzi, D and Ayala-Cabrera, D and Herrera, M and Montalvo, I and Izquierdo, J and Luvizotto, E (2017) On-Line Cyber Attack Detection in Water Networks through State Forecasting and Control by Pattern Recognition. In: World Environmental and Water Resources Congress 2017, -- to -- pp. 583-592..

Ramallo-Gonzalez, A and Eames, M and Herrera, M and Coley, D and ASHRAE, (2016) An Analytical Approach to the Impact of Heat Waves on Buildings and their Occupants. In: 2017 ASHRAE ANNUAL CONFERENCE PAPERS, 2017-6-24 to 2017-6-26.

Herrera, M and Eames, M and Ramallo-Gonzalez, A and Liu, C and Coley, D (2016) Quantile regression ensemble for summer temperatures time series and its impact on built environment studies. In: UNSPECIFIED pp. 602-609..

Ramos-Martínez, E and Herrera, M and Izquierdo, J and Pérez-García, R (2016) A multi-disciplinary procedure to ascertain biofilm formation in drinking water pipes. In: UNSPECIFIED pp. 619-626..

Ayala-Cabrera, D and Herrera, M and Izquierdo, J and Pérez-García, R and Piller, O (2016) A new GPR image analysis proposal based on a multi-agent approach and properties of groups - Towards automatic interpretations. In: UNSPECIFIED pp. 678-685..

Herrera, M and Ramos-Martínez, E and Izquierdo, J and Pérez-García, R (2015) Graph constrained label propagation on water supply networks. In: UNSPECIFIED pp. 47-53..

Herrera, M and Abraham, E and Stoianov, I (2015) Graph-theoretic surrogate measures for analysing the resilience of water distribution networks. In: UNSPECIFIED pp. 1241-1248..

Wright, R and Herrera, M and Parpas, P and Stoianov, I (2015) Hydraulic resilience index for the critical link analysis of multi-feed water distribution networks. In: UNSPECIFIED pp. 1249-1258..

Filomeno Coelho, R and Xiao, M and Guglielmetti, A and Herrera, M and Zhang, W (2015) Investigation of three genotypes for mixed variable evolutionary optimization. In: UNSPECIFIED pp. 309-319..

Coelho, RF and Herrera, M and Xiao, M and Zhang, W (2015) On-line metamodel-assisted optimization with mixed variables. In: UNSPECIFIED pp. 1-15..

Ramos-Martínez, E and Herrera, M and Izquierdo, J and Pérez-García, R (2014) Biofilm susceptibility in a drinking water distribution system regarding 24 hours demand curve. In: UNSPECIFIED pp. 1413-1418..

Herrera, M and Izquierdo, J and Pérez-Garcí, R and Ayala-Cabrera, D (2014) On-line learning of predictive kernel models for urban water demand in a smart city. In: UNSPECIFIED pp. 791-799..

Ramos-Martínez, E and Herrera, M and Gutiérrez-Pérez, J and Izquierdo, J and Pérez-García, R (2014) Rehabilitation actions in water supply systems: Effects on biofilm susceptibility. In: UNSPECIFIED pp. 225-231..

Ayala-Cabrera, D and Ocaña-Levario, SJ and Izquierdo, J and Pérez-García, R and Herrera, M (2013) Analysis of gpr data through interpretation of pre-processed images obtained by a multi-agent approach to identify pipes in water supply systems. In: UNSPECIFIED pp. 253-256..

Herrera, M and Ramos-Martínez, E and Izquierdo, J and Pérez-García, R (2013) Graph constrained label propagation on water supply networks. In: UNSPECIFIED pp. 21-24..

Ramos-Martínez, E and Gutiérrez-Pérez, JA and Herrera, M and Izquierdo, J and Pérez-García, R (2013) Metadata on biofilm development in drinking water distribution systems. In: UNSPECIFIED pp. 307-310..

Ramos-Martínez, E and Herrera, M and Izquierdo, J and Pérez-García, R (2012) Assessing variation in biofilms development in a drinking water distribution system by an object oriented Bayesian network approach. In: UNSPECIFIED pp. 1569-1576..

Gutiérrez-Pérez, JA and Herrera, M and Izquierdo, J and Pérez-García, R (2012) An approach based on ranking elements to form supply clusters in Water Supply Networks as a support to vulnerability assessment. In: UNSPECIFIED pp. 1544-1551..

Herrera, M and Gutíerrez-Ṕerez, JA and Izquierdo, J and Ṕerez-Garćia, R (2012) A multi-level spectral clustering process to ascertain sensor location for mitigating effects of a potential contamination in a water supply network. In: UNSPECIFIED pp. 1552-1559..

Herrera, M and Izquierdo, J and Pérez-García, R and Ayala-Cabrera, D (2012) Water supply clusters by multi-agent based approach. In: UNSPECIFIED pp. 861-869..

Herrera, M and Izquierdo, J and Pérez-García, R and Montalvo, I (2012) Multi-agent adaptive boosting on semi-supervised water supply clusters. In: UNSPECIFIED pp. 131-136..

Izquierdo, J and Herrera, M and Montalvo, I and Pérez-García, R (2011) Division of water supply systems into district metered areas using a multi-agent based approach. In: UNSPECIFIED pp. 167-180..

Montalvo, I and Izquierdo, J and Herrera, M and Pérez, R (2010) Agent Swarm Optimization: A platform to solve complex optimization problems. In: UNSPECIFIED.

Herrera, M and Izquierdo, J and Pérez-García, R and Montalvo, I (2010) Water supply clusters based on a boosting semi-supervised learning methodology. In: UNSPECIFIED.

Herrera, M and Canu, S and Karatzoglou, A and Perez-García, R and Izquierdo, J (2010) An approach to water supply clusters by semi-supervised learning. In: UNSPECIFIED pp. 1925-1932..

Díaz, JL and Herrera, M and Izquierdo, J and Pérez-García, R (2010) The tasks of pre and post-processing in Data Mining applied to a real world problem. In: UNSPECIFIED pp. 1980-1989..

Izquierdo, J and Herrera, M and Montalvo, I and Pérez-García, R (2009) Agent-based division of water distribution systems into district metered areas. In: UNSPECIFIED pp. 83-90..

Izquierdo, J and Montalvo, I and Pérez-García, R and Herrera, M (2009) Robust design of water supply systems through evolutionary optimization. In: UNSPECIFIED pp. 321-330..

Herrera, M and Pérez-García, R and Izquierdo, J and Montalvo, I (2009) Scrutinizing changes in the water demand behavior. In: UNSPECIFIED pp. 305-313..

Díaz, JL and Herrera, M and Izquierdo, J and Montalvo, I and Pérez, R (2008) A Particle Swarm Optimization derivative applied to cluster analysis. In: UNSPECIFIED pp. 1782-1790..

This list was generated on Tue Jan 18 17:49:13 2022 GMT.