Works by Papageorgiou, Lazaros G.

Results: 46

Optimisation-Based Feature Selection for Regression Neural Networks Towards Explainability.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 33, doi. 10.3390/make7020033

By:

Liapis, Georgios I.;
Tsoka, Sophia;
Papageorgiou, Lazaros G.

Publication type:

Article

DETECTION OF DISJOINT AND OVERLAPPING MODULES IN WEIGHTED COMPLEX NETWORKS.

Published in:

Advances in Complex Systems, 2012, v. 15, n. 5, p. 1150023-1, doi. 10.1142/S0219525911500238

By:

BENNETT, LAURA;
LIU, SONGSONG;
PAPAGEORGIOU, LAZAROS G.;
TSOKA, SOPHIA

Publication type:

Article

Optimal Piecewise Linear Regression Algorithm for QSAR Modelling.

Published in:

Molecular Informatics, 2019, v. 38, n. 3, p. N.PAG, doi. 10.1002/minf.201800028

By:

Cardoso‐Silva, Jonathan;
Papadatos, George;
Papageorgiou, Lazaros G.;
Tsoka, Sophia

Publication type:

Article

Operational envelopes for batch processes.

Published in:

AIChE Journal, 2001, v. 47, n. 10, p. 2277, doi. 10.1002/aic.690471013

By:

Samsatli, Nouri J.;
Sharif, Mona;
Shah, Nilay;
Papageorgiou, Lazaros G.

Publication type:

Article

Robustness metrics for dynamic optimization models under parameter uncertainty.

Published in:

AIChE Journal, 1998, v. 44, n. 9, p. 1993, doi. 10.1002/aic.690440907

By:

Samsatli, Nouri J.;
Papageorgiou, Lazaros G.;
Shah, Nilay

Publication type:

Article

Optimisation as a Tool for Gaining Insight: An Application to the Built Environment.

Published in:

Journal of Algorithms & Computational Technology, 2015, v. 9, n. 1, p. 13, doi. 10.1260/1748-3018.9.1.13

By:

Fraga, Eric S;
Zhang, Di;
Papageorgiou, Lazaros G;
Salhi, Abdellah

Publication type:

Article

Heating Strategies in Cellulose Pyrolysis as an Alternative For Targeting Energy Efficient Product Distribution.

Published in:

CET Journal - Chemical Engineering Transactions, 2021, v. 86, p. 61, doi. 10.3303/CET2186011

By:

Chico-Proano, Andres;
Manos, George;
Papageorgiou, Lazaros G.;
Fraga, Eric S.

Publication type:

Article

Integrated shale gas supply chain design and water management under uncertainty.

Published in:

AIChE Journal, 2019, v. 65, n. 3, p. 924, doi. 10.1002/aic.16476

By:

Guerra, Omar J.;
Calderón, Andrés J.;
Papageorgiou, Lazaros G.;
Reklaitis, Gintaras V.

Publication type:

Article

Multi-parametric linear programming under global uncertainty.

Published in:

AIChE Journal, 2017, v. 63, n. 9, p. 3871, doi. 10.1002/aic.15755

By:

Charitopoulos, Vassilis M.;
Papageorgiou, Lazaros G.;
Dua, Vivek

Publication type:

Article

Multiechelon supply chain planning with sequence-dependent changeovers and price elasticity of demand under uncertainty.

Published in:

AIChE Journal, 2012, v. 58, n. 11, p. 3390, doi. 10.1002/aic.13732

By:

Liu, Songsong;
Shah, Nilay;
Papageorgiou, Lazaros G.

Publication type:

Article

Efficient MILP Formulations for the Simultaneous Optimal Peptide Tag Design and Downstream Processing Synthesis.

Published in:

AIChE Journal, 2009, v. 55, n. 9, p. 2303, doi. 10.1002/aic.11913

By:

Natali, João M.;
Pinto, José M.;
Papageorgiou, Lazaros G.

Publication type:

Article

Data-driven scenario generation for two-stage stochastic programming.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2022, v. 187, p. 206, doi. 10.1016/j.cherd.2022.08.014

By:

Bounitsis, Georgios L.;
Papageorgiou, Lazaros G.;
Charitopoulos, Vassilis M.

Publication type:

Article

Integrated production and inventory routing planning of oxygen supply chains.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2022, v. 186, p. 97, doi. 10.1016/j.cherd.2022.07.027

By:

Lee, Yena;
Charitopoulos, Vassilis M.;
Thyagarajan, Karthik;
Morris, Ian;
Pinto, Jose M.;
Papageorgiou, Lazaros G.

Publication type:

Article

Fair shale gas water cost distribution using Nash bargaining game.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2021, v. 176, p. 169, doi. 10.1016/j.cherd.2021.09.005

By:

Carrero-Parreño, Alba;
Dua, Vivek;
Papageorgiou, Lazaros G.

Publication type:

Article

A combined optimization and agent-based approach to supply chain modelling and performance assessment.

Published in:

Production Planning & Control, 2001, v. 12, n. 1, p. 81, doi. 10.1080/09537280150204013

By:

Gjerdrum, Jonatan;
Shah, Nilay;
Papageorgiou, Lazaros G.

Publication type:

Article

Robustness of the p53 network and biological hackers

Published in:

FEBS Letters, 2005, v. 579, n. 14, p. 3037, doi. 10.1016/j.febslet.2005.03.101

By:

Dartnell, Lewis;
Simeonidis, Evangelos;
Hubank, Michael;
Tsoka, Sophia;
Bogle, I. David L.;
Papageorgiou, Lazaros G.

Publication type:

Article

An MILP model for safe multi-floor process plant layout using the domino hazard index.

Published in:

Process Safety & Environmental Protection: Transactions of the Institution of Chemical Engineers Part B, 2021, v. 148, p. 137, doi. 10.1016/j.psep.2020.09.029

By:

Ejeh, Jude O.;
Liu, Songsong;
Papageorgiou, Lazaros G.

Publication type:

Article

Module detection in complex networks using integer optimisation.

Published in:

Algorithms for Molecular Biology, 2010, v. 5, p. 36, doi. 10.1186/1748-7188-5-36

By:

Gang Xu;
Bennett, Laura;
Papageorgiou, Lazaros G.;
Tsoka, Sophia

Publication type:

Article

Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework.

Published in:

BMC Bioinformatics, 2014, v. 15, n. 1, p. 299, doi. 10.1186/s12859-014-0390-2

By:

Lingjian Yang;
Ainali, Chrysanthi;
Tsoka, Sophia;
Papageorgiou, Lazaros G.

Publication type:

Article

Interpretable optimisation-based approach for hyper-box classification.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06643-7

By:

Liapis, Georgios I.;
Tsoka, Sophia;
Papageorgiou, Lazaros G.

Publication type:

Article

Least Economic Cost Regional Water Supply Planning – Optimising Infrastructure Investments and Demand Management for South East England’s 17.6 Million People.

Published in:

Water Resources Management, 2013, v. 27, n. 15, p. 5017, doi. 10.1007/s11269-013-0437-6

By:

Padula, Silvia;
Harou, Julien J.;
Papageorgiou, Lazaros G.;
Ji, Yiming;
Ahmad, Mohammad;
Hepworth, Nigel

Publication type:

Article

Optimisation Models for Pathway Activity Inference in Cancer.

Published in:

Cancers, 2023, v. 15, n. 6, p. 1787, doi. 10.3390/cancers15061787

By:

Chen, Yongnan;
Liu, Songsong;
Papageorgiou, Lazaros G.;
Theofilatos, Konstantinos;
Tsoka, Sophia

Publication type:

Article

Improved Layout Structure with Complexity Measures for the Manufacturer's Pallet Loading Problem (MPLP) Using a Block Approach.

Published in:

Journal of Industrial Engineering & Management, 2021, v. 14, n. 2, p. 231, doi. 10.3926/jiem.3264

By:

Aljuhani, Deemah M.;
Papageorgiou, Lazaros G.

Publication type:

Article

Optimisation of policy parameters in supply chain applications.

Published in:

International Journal of Logistics: Research & Applications, 2005, v. 8, n. 1, p. 15, doi. 10.1080/13675560500092184

By:

Gjerdrum, Jonatan;
Samsatli, Nouri J.;
Shah, Nilay;
Papageorgiou, Lazaros G.

Publication type:

Article

Optimization-based framework for resin selection strategies in biopharmaceutical purification process development.

Published in:

Biotechnology Progress, 2017, v. 33, n. 4, p. 1116, doi. 10.1002/btpr.2479

By:

Liu, Songsong;
Gerontas, Spyridon;
Gruber, David;
Turner, Richard;
Titchener‐Hooker, Nigel J.;
Papageorgiou, Lazaros G.

Publication type:

Article

Capacity planning for batch and perfusion bioprocesses across multiple biopharmaceutical facilities.

Published in:

Biotechnology Progress, 2014, v. 30, n. 3, p. 594, doi. 10.1002/btpr.1860

By:

Siganporia, Cyrus C.;
Ghosh, Soumitra;
Daszkowski, Thomas;
Papageorgiou, Lazaros G.;
Farid, Suzanne S.

Publication type:

Article

Designing cost-effective biopharmaceutical facilities using mixed-integer optimization.

Published in:

Biotechnology Progress, 2013, v. 29, n. 6, p. 1472, doi. 10.1002/btpr.1795

By:

Liu, Songsong;
Simaria, Ana S.;
Farid, Suzanne S.;
Papageorgiou, Lazaros G.

Publication type:

Article

Optimal synthesis of chromatographic trains for downstream protein processing.

Published in:

Biotechnology Progress, 2011, v. 27, n. 6, p. 1653, doi. 10.1002/btpr.670

By:

Polykarpou, Eleftheria M.;
Dalby, Paul A.;
Papageorgiou, Lazaros G.

Publication type:

Article

Medium Term Planning of Biopharmaceutical Manufacture with Uncertain Fermentation Titers.

Published in:

Biotechnology Progress, 2006, v. 22, n. 6, p. 1630, doi. 10.1002/bp0601950

By:

Kais Lakhdar;
Suzanne S. Farid;
Nigel J. Titchener-Hooker;
Lazaros G. Papageorgiou

Publication type:

Article

Network-based piecewise linear regression for QSAR modelling.

Published in:

Journal of Computer-Aided Molecular Design, 2019, v. 33, n. 9, p. 831, doi. 10.1007/s10822-019-00228-6

By:

Cardoso-Silva, Jonathan;
Papageorgiou, Lazaros G.;
Tsoka, Sophia

Publication type:

Article

Community Structure Detection for Overlapping Modules through Mathematical Programming in Protein Interaction Networks.

Published in:

PLoS ONE, 2014, v. 9, n. 11, p. 1, doi. 10.1371/journal.pone.0112821

By:

Bennett, Laura;
Kittas, Aristotelis;
Liu, Songsong;
Papageorgiou, Lazaros G.;
Tsoka, Sophia

Publication type:

Article

Investigating the Trade-Off between Design and Operational Flexibility in Continuous Manufacturing of Pharmaceutical Tablets: A Case Study of the Fluid Bed Dryer.

Published in:

Processes, 2022, v. 10, n. 3, p. 454, doi. 10.3390/pr10030454

By:

Jiang, Sheng-Long;
Papageorgiou, Lazaros G.;
Bogle, Ian David L.;
Charitopoulos, Vassilis M.

Publication type:

Article

Multi Set-Point Explicit Model Predictive Control for Nonlinear Process Systems.

Published in:

Processes, 2021, v. 9, n. 7, p. 1156, doi. 10.3390/pr9071156

By:

Charitopoulos, Vassilis M.;
Papageorgiou, Lazaros G.;
Dua, Vivek

Publication type:

Article

MILP-based approaches for medium-term planning of single-stage continuous multiproduct plants with parallel units.

Published in:

Computational Management Science, 2010, v. 7, n. 4, p. 407, doi. 10.1007/s10287-009-0096-5

By:

Liu, Songsong;
Pinto, Jose M.;
Papageorgiou, Lazaros G.

Publication type:

Article

Optimisation approaches for supply chain planning and scheduling under demand uncertainty.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2018, v. 138, p. 341, doi. 10.1016/j.cherd.2018.08.021

By:

Aguirre, Adrián M.;
Liu, Songsong;
Papageorgiou, Lazaros G.

Publication type:

Article

Optimal multi-floor process plant layout with production sections.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2018, v. 137, p. 488, doi. 10.1016/j.cherd.2018.07.018

By:

Ejeh, Jude O.;
Liu, Songsong;
Papageorgiou, Lazaros G.

Publication type:

Article

Design of hydrogen transmission pipeline networks with hydraulics.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2018, v. 131, p. 266, doi. 10.1016/j.cherd.2018.01.022

By:

Weber, Alexandra C.;
Papageorgiou, Lazaros G.

Publication type:

Article

A rolling horizon approach for optimal management of microgrids under stochastic uncertainty.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2018, v. 131, p. 293, doi. 10.1016/j.cherd.2017.09.013

By:

Silvente, Javier;
Kopanos, Georgios M.;
Dua, Vivek;
Papageorgiou, Lazaros G.

Publication type:

Article

A mixed integer linear programming model for the optimal operation of a network of gas oil separation plants.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2016, v. 111, p. 147, doi. 10.1016/j.cherd.2016.04.015

By:

Liu, Songsong;
Alhasan, Ishaq;
Papageorgiou, Lazaros G.

Publication type:

Article

Mathematical programming approaches for downstream processing optimisation of biopharmaceuticals.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2015, v. 94, p. 18, doi. 10.1016/j.cherd.2014.12.002

By:

Songsong Liu;
Simaria, Ana S.;
Farid, Suzanne S.;
Papageorgiou, Lazaros G.

Publication type:

Article

An MILP formulation for the synthesis of protein purification processes.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2012, v. 90, n. 9, p. 1262, doi. 10.1016/j.cherd.2011.11.021

By:

Polykarpou, Eleftheria M.;
Dalby, Paul A.;
Papageorgiou, Lazaros G.

Publication type:

Article

Global supply chain planning for pharmaceuticals.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2011, v. 89, n. 11, p. 2396, doi. 10.1016/j.cherd.2011.04.005

By:

Sousa, Rui T.;
Songsong Liu;
Papageorgiou, Lazaros G.;
Shah, Nilay

Publication type:

Article

Process plant layout using an improvement-type algorithm.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2009, v. 87, n. 6, p. 780, doi. 10.1016/j.cherd.2008.12.004

By:

Gang Xu;
Papageorgiou, Lazaros G.

Publication type:

Article

An iterative mixed integer optimisation approach for medium term planning of biopharmaceutical manufacture under uncertainty.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2008, v. 86, n. 3, p. 259, doi. 10.1016/j.cherd.2007.11.011

By:

Lakhdar, Kais;
Papageorgiou, Lazaros G.

Publication type:

Article

Detection of Composite Communities in Multiplex Biological Networks.

Published in:

Scientific Reports, 2015, p. 10345, doi. 10.1038/srep10345

By:

Bennett, Laura;
Papageorgiou, Lazaros G.;
Kittas, Aristotelis;
Muirhead, Gareth;
Tsoka, Sophia

Publication type:

Article

Community Structure Detection for Directed Networks through Modularity Optimisation.

Published in:

Algorithms, 2016, v. 9, n. 4, p. 73, doi. 10.3390/a9040073

By:

Lingjian Yang;
Silva, Jonathan C.;
Papageorgiou, Lazaros G.;
Tsoka, Sophia

Publication type:

Article