Publications

Newsletters

1st Issue (June 2014)

2nd Issue (October 2014)

3rd Issue (June 2015)

4th Issue (January 2016)

 5th Issue (July 2016)

Conference Publications

Authors

Title

Conference

T Breinlinger, A Hashibon, R Schubert and T. KraftSimulation of die filling for powders with complex rheology Proc. Partec 2016, Nuremberg, Germany, paper 1.36 (2016) 1-4.
C Bierwisch, R Schubert, T Kraft and C DehningDiscrete and finite element co-simulations - Modelling approach and application perspectivesProc. Partec 2016, Nuremberg, Germany, paper 1.24, 2016, 1-4.
A Hashibon, T Breinlinger, R Schubert and T KraftA new DEM contact-model for simulating die filling for powders with complex rheologyProc. World PM2016 Congress, Session 16: Compaction Simulation, European Powder Metallurgy Association, Shrewsbury, UK, ISBN 978-1-899072-47-7, 2016, 1-6.
V K Ojha, A Abraham and V SnaselMetaheuristic Tuning of Type-II Fuzzy Inference Systems for Data MiningIEEE World Congress on Computational Intelligence, International Conference on Fuzzy Systems (FUZZ-IEEE 2016), pp 610-617
L Zjavka, V Snasel, W Pedrycz and V K OjhaA Substitution of the General Partial Differential Equation with Extended Polynomial NetworksIEEE World Congress on Computational Intelligence, International Joint Conference on Neural Networks  (IJCNN 2016), pp 4819-4826
V K Ojha, A Abraham and V SnaselEnsemble of heterogeneous flexible neural tree for the approximation and feature-selection of Poly (lactic-co-glycolic acid) micro- and nanoparticleProceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, 427, 2016, pp. 155-165. DOI 10.1007/978-3-319-29504-6_16
S Abdelwahab, V K Ojha and A AbrahamEnsemble of flexible neural trees for predicting risk in grid computing environmentProceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015), 427, 2016, pp. 155-165.  DOI 10.1007/978-3-319-28031-8_13
S Abdelwahab, V K Ojha and A AbrahamNeuro-fuzzy risk prediction model for computational gridsProceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, 427, 2016, pp. 127-136. DOI 10.1007/978-3-319-29504-6_13
N Ahmed, V K Ojha and A AbrahamAn ensemble of neuro-fuzzy model for assessing risk in cloud computing environmentProceedings of the 7th World Congress on Nature and Biologically Inspired Computing (NaBIC2015), 419, 2016, pp. 27-36. DOI 10.1007/978-3-319-27400-3_3
A Pacławski, P Kazemi, J Szlęk, R L W Man, R Jachowicz and A Mendyk,Heuristic modeling of fine particle fraction and optimization of formulation for pulmonary drug deliveryParticulate Processes in the Pharmaceutical Industry IV, 14-18.09.2014, Potsdam, Germany.
M H Khalid, P Kazemi, J Szlek, R Jachowicz and A MendykAssessing critical features for modeling powder flow: an empirical approachPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
L Orefice and A MazorA combined DEM & FEM modelling of powder flow and compaction during roll
pressing
PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
V K Ojha and S SchianoMachine learning tools for modelling of powder mixingPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
K Csordas and A Pérez GagoRoll Compaction: The impact of system design and Scale upPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
S Loreti and A MirticMultiscale modelling of ribbon Milling: a DEM-PBM frameworkPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
H Zawbaa, L Pérez-Gandarillas and S SchianoFeature selection techniques for Roll CompactionPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
L Pérez-Gandarillas and S SchianoThe impact of roll compaction process on die filling and die compactionPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
R Schubert and Z YanDEM modelling of powder flow & powder-filling during die compactionPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
M H Khalid and P KazemiCI for solid dosage forms: modeling milling and die compaction processesPARTEC 2016, Nuremberg, Germany, April 19-21, 2016
P Kazemi, A Mirtic, G K Reynolds, M H Khalid, R Jachowicz and A MendykTransparent computational intelligence models for millingWorld meeting on Pharmaceutics, biopharmaceutics, and Pharmaceutical technology, Glasgow, UK, April 2016
A Tharwat, H M Zawbaa, T Gaber, A E Hassanien and V SnaselAutomated Zebrafish-based Toxicity Test using Bat Optimization and AdaBoost ClassifierIEEE 11th International Computer Engineering Conference (ICENCO), Cairo, Egypt, December, 2015.
A I Hafez, A E Hassanien and H M ZawbaaHybrid Swarm Intelligence Algorithms for Feature Selection: Monkey and Krill Herd AlgorithmsIEEE 11th International Computer Engineering Conference (ICENCO), Cairo, Egypt, December, 2015.
H M Zawbaa, A E Hassanien, E Emary, W Yamany and B PARVHybrid flower pollination algorithm with rough sets for feature selectionIEEE 11th International Computer Engineering Conference (ICENCO), Cairo, Egypt, December, 2015.
K K A Ghany, H Ayeldeen, H M Zawbaa and O ShakerA Rough Set-based Reasoner for medical diagnosisIEEE International Conference on Green Computing and Internet of Things, India, September, 2015.
M H Khalid, P K Tuszynski, J Szlek, R Jachowicz and A MendykFrom black-box to transparent computational intelligence models: A pharmaceutical case study13th International Conference on Frontiers of Information Technology (FIT 2015), Islamabad, Pakistan, December 14 ~ 16, 2015.
M M Fouad, H M Zawbaa, T Gaber, V Snasel and A E HassanienA Fish Detection Approach Based on BAT Algorithm1st International Conference on Advanced Intelligent Systems and Informatics (AISI’15), Egypt, November 28-30, 2015.
E Emary, H M Zawbaa and B ParvFeature Selection Based on Antlion Optimization Algorithm3rd world conference on complex systems (WCCS15), Morocco, November 23-25, 2015.
H M Zawbaa, E Emary, A E Hassanien and B ParvA wrapper approach for feature selection based on swarm optimization algorithm inspired in the behavior of the social-spider7th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2015), Japan, November 13-15, 2015.
A I Hafez, H M Zawbaa, E Emary and A E HassanienAn innovative approach for feature selection based on Chicken swarm optimization7th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2015), Japan, November 13-15, 2015.
H Ayeldeen, K K A Ghany, H M Zawbaa and O ShakerA Rough Set-based Reasoner for medical diagnosisInternational Conference on Green Computing and Internet of Things (ICGCIoT 2015), India, 8-10 October, 2015.
Z Yan, S K Wilkinson, S A. Turnbull, E H Stitt, and M MarigoParametric evaluation for powder flowability using a Freeman rheometer: a discrete element method studyProceedings of the IV International Conference on Particle-Based Methods- PARTICLES 2015, Barcelona, 28-30 Sept, 2015.
L Perez-Gandarillas, A Perez-Gago, A Mazor,
P Kleinebudde, A Michrafy and O Lecoq
Impact of milling process conditions on the granule's properties: effect of milling speed and rotation  7th International Granulation Workshop, Sheffield, UK, 1-3 July 2015.
E Emary, H M Zawbaa, K Kamal, A Ghany, A E Hassanien and B. ParvFirefly Optimization Algorithm for Feature Selection7th Balkan Conference in Informatics (BCI 2015), ACM, Romania, 2-4 September, 2015.
W Yamany, H M Zawbaa, E Emary and A E HassanienModified Flower Pollination Algorithm for Attribute Reduction in ClassificationIEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Turkey, 2-5 August, 2015.
V K Ojha, K Jackowski, V Snášel & A AbrahamDimensionality reduction and prediction of the protein macromolecule dissolution profileIBICA 2014, 5th International Conference on Innovations in Bio-Inspired Computing and Applications, Ostrava, Czech Republic, 23 - 25 June 2014.
P K Tuszynski, A Mendyk, S Polak, H Khalid & R JachowiczGeneralized in vitro - in vivo (IVIVC) correlation model based on genetic programming9th world meeting of Pharmaceutics, Biopharmaceutics, and Pharmaceutical technology, Lisbon, Portugal, 31 Mar - 3 April 2014.
V K Ojha, K Jackowski, A  Abraham and V SnaselFeature Selection and Ensemble of Regression models for Predicting the Protein Macromolecule Dissolution ProfileSixth World Congress on Nature and Biologically Inspired Computing (NaBIC), Page 121 126 978-1-4799-5937-2/14 2014 IEEE.
V K Ojha, A Abraham and V SnaselACO for Continuous Function Optimization: A Performance Analysis14th International Conference on Intelligent Systems Design & Applications (ISDA), Japan, Page 145 - 150 978-1-4799-7938-7/14 2014 IEEE.
V K Ojha, A Abraham and V SnaselSimultaneous Optimization of Neural Network Weights and Active Nodes using Metaheuristics14th International Conference on Hybrid Intelligent Systems (HIS 2014) in Kuwait, 2014, Page 248- 243 978-1-4799-7633-1/14/ 2014 IEEE.
H M Zawbaa, M Abbass, M Hazman and A E HassanienAutomatic Fruit Classification Using Random Forest Algorithm14th International Conference on Hybrid Intelligent Systems (HIS 2014),  Kuwait, 14-16 December, 2014.
W Yamany, E Emary, H M Zawbaa and A E HassanienRough sets cuckoo search attribute reduction algorithm14th International Conference on Hybrid Intelligent Systems (HIS 2014), Kuwait, 14-16 December, 2014.
E Emary, H M Zawbaa, C Grosan and A E HassanienFeature subset selection approach by Gray-wolf optimization1st International Afro-European Conference For Industrial Advancement (AECIA), Addis Ababa, Ethiopia, 17-19 November, 2014.
H M Zawbaa, M Abbass, S H Basha, M Hazman and A E HassenianAn Automatic Flower Classification Approach Using Machine Learning Algorithms3rd international conference on Advanced in Computing, Communications, and Informatics (ICACCI 2014), Delhi, India, 24-27 September, 2014.
A Mohamed, M M M Fouad, E Elhariri, N El-Bendary, H M Zawbaa, M Tahoun and A E HassanienRoadMonitor: An Intelligent Road Surface Condition Monitoring SystemIEEE Intelligent Systems (IS’14), Warsaw, Poland, 24-26 September, 2014.
A I Hafez, H M Zawbaa, A E Hassanien, A A Fahmy, and V SnaselNetworks community detection using artificial bee colony swarm optimizationThe 5th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA), Ostrava, Czech Republic, 23-25 June, 2014.
E Emary, H M Zawbaa, A E Hassanien, G Schaefer and A T AzarRetinal blood vessel segmentation using artificial bee colony optimization and pattern searchProc. IEEE International Joint Conference on Neural Networks (IJCNN), Beijing, China, 06-11 July, 2014.
E Emary, H M Zawbaa, A E Hassanien, G Schaefer and A T AzarRetinal vessel segmentation based on possibilistic fuzzy c-means clustering optimized with cuckoo searchProc. IEEE International Joint Conference on Neural Networks (IJCNN), Beijing, China, 06-11 July, 2014.
E Emary, H M Zawbaa, A E Hassanien, M F. Tolba, and V SnaselRetinal vessel segmentation based on flower pollination search algorithmThe 5th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA), Ostrava, Czech Republic, 23-25 June, 2014.
H M Zawbaa, M Abbass, M Hazman and A E HassenianAutomatic Fruit Image Recognition System Based on Shape and Color Features2nd  International Conference on Advanced Machine Learning Technologies and Applications (AMLTA), Communications in Computer and Information Science, Vol. 488, pp. 278-290, 2014.

 

Journal Papers

Authors

Title

Journal

L Orefice and J KhinastDEM study of granular transport in partially filled horizontal screw conveyorsPowder Technology, Volume 305, January 2017, Pages 347-356.
K Mateusz, K Woyna-Orlewicz, M H Khalid and R JachowiczOptimization of furosemide liquisolid tablets preparation process leading to their mass and size reductionActa Poloniae Pharmaceutica – Drug Research,  2016, 73, 5, pp. 1325-1331.
P Kazemi, M H Khalid, A Pérez Gago, P Kleinebudde, R Jachowicz, J Szlęk and A MendykEffect of roll compaction on granule size distribution of MCC-mannitol mixtures: computational intelligence modeling and parametric analysisDrug Design, Development, and Therapy, 2016 (Accepted).
M H Khalid, P Kazemi, L Perez-Gandarillas, A Michrafy, J Szlek, R Jachowicz and A MendykComputational Intelligence models to predict porosity of tablets using minimum featuresDrug Design, Development, and Therapy, 2016 (Accepted).
A Mirtič and G K ReynoldsDetermination of breakage rate and breakage mode of roller compacted pharmaceutical materialsPowder Technology, 298, 2016, 99–105. doi:10.1016/j.powtec.2016.04.033.
L Perez-Gandarillas, A Perez-Gago, A Mazor, P Kleinebudde, O Lecoq, and A MichrafyEffect of Roll-Compaction and Milling Conditions on Granules and Tablets PropertiesEuropean Journal of Pharmaceutics and Biopharmacbiobieutics, 2016, 106: 38-49.
A Krok, A Mirtic, G Reynolds, S Schiano, R Roberts and C Y WuAn experimental investigation of temperature rise during compaction of pharmaceutical powdersInternational Journal of Pharmaceutics, 2016, 513,  97-108. http://dx.doi.org/10.1016/j.ijpharm.2016.09.012
Q Su, S Schiano, C Y Wu and C D RiellyDynamic impact milling model with a particle-scale breakage kernel.Computer Aided Chemical Engineering, 2016, 38, 475-480, http://dx.doi.org/10.1016/
A Hashibon, R Schubert, T Breinlinger and T KraftSimulations of history-dependent complex powder flow in die filling processComputational Particle Mechanics, 3, 2016, 437-448, DOI 10.1007/s40571-015-0099-7
Z Yan, S K Wilkinson, E H Stitt and M MarigoInvestigating mixing and segregation using discrete element modelling (DEM) in the Freeman FT4 rheometerInternational Journal of Pharmaceutics, 513, no. 1, 2016, 38-48
S K Wilkinson, S A Turnbull, Z Yan, E H Stitt, and M Marigo.A parametric evaluation of powder flowability using a Freeman rheometer through statistical and sensitivity analysis: A discrete element method (DEM) studyComputers & Chemical Engineering. 97, 2, 2017, 161–174
V K Ojha, Abraham, A., and Snášel, VEnsemble of Heterogeneous Flexible Neural Trees Using Multiobjective Genetic ProgrammingApplied Soft Computing, 2016, http://dx.doi.org/10.1016/j.asoc.2016.09.035
E Emarya, H M Zawbaa and A E HassanienaBinary ant lion approaches for feature selectionNeurocomputing, July 2016, dx.doi.org/10.1016/j.neucom.2016.03.101
E Emarym, H M Zawbaa, A E Hassanien and B ParvMulti-objective retinal vessel localization using flower pollination search algorithm with pattern searchAdvances in Data Analysis and Classification, May 2016, pp 1–17, DOI: 10.1007/s11634-016-0257-7
H M Zawbaa, J Szl, C Grosan, R Jachowicz and A MendykComputational Intelligence Modeling of the Macromolecules Release from PLGA
Microspheres - Focus on Feature Selection
PLOS ONE,  DOI:10.1371/journal.pone.0157610, June, 2016
P Kazemia, M H Khalid, J Szleka, A Mirtičb, G K Reynoldsb, R Jachowicza and A MendykComputational intelligence modeling of granule size distribution for oscillating millingPowder Technology, Volume 301, 2016, 1252–1258, dx.doi.org/10.1016/j.powtec.2016.07.046
P Bahramia, P Kazemib, S Mahdavic and H GhobadiA novel approach for modeling and optimization of surfactant/polymer flooding based on Genetic Programming evolutionary algorithmFuel, Volume 179, 2016, 289–298, dx.doi.org/10.1016/j.fuel.2016.03.095
J Szlek, A Paclawski, R Lau, R Jachowicz, P Kazemi and A MendykEmpirical search for factors affecting mean particle size of PLGA microspheres containing macromolecular drugsComputer Methods and Programs in Biomedicine,Volume 134, 2016, 137–147, dx.doi.org/10.1016/j.cmpb.2016.07.006
VK Ojha, S Schiano, C Wu, V Snasel and A AbrahamPredictive Modelling of Die Filling of the Pharmaceutical Granules Using the Flexible Neural TreeNeural Computing and Applications, 2016,  DOI 10.1007/s00521-016-2545-8
V K Ojha, P Dutta and A ChaudhuriIdentifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative studyNeural Computing and Applications, 2016, DOI: 10.1007/s00521-016-2443-0
S Schiano, C Y Wu, A Mirtic and G ReynoldsA Novel Use of Friability Testing for Characterising Ribbon Milling BehaviourEuropean Journal of Pharmaceutics and Biopharmaceutics, 2016, DOI: 10.1016/j.ejpb.2016.03.034
J Zhang, C Pei, S Schiano, D Heaps and C Y WuThe application of terahertz pulsed imaging in characterising density distribution of roll-compacted ribbonsEuropean Journal of Pharmaceutics and Biopharmaceutics, 2016, DOI: 10.1016/j.ejpb.2016.01.012
M H Khalid, P K Tuszyński, P Kazemi, J Szlek, R Jachowicz and A MendykTransparent computational intelligence models for pharmaceutical tableting processComplex Adaptive Systems Modeling, 2016, DOI: 10.1186/s40294-016-0019-6
H M Zawbaa, E Emary and C GrosanFeature selection via chaotic antlion optimizationPLoS ONE, 2016, Vol. 11, No. 3, DOI: 10.1371/journal.pone.0150652
A Hashibon, R Schubert, T Breinlinger and T KraftA DEM contact model for history-dependent powder flowsComputational Particle Mechanics, January 2016, 1-12, DOI: 10.1007/s40571-015-0099-7
A Pérez Gago and P KleinebuddeMCC–mannitol mixtures after roll compaction/dry granulation: percolation thresholds for ribbon microhardness and granule size distributionPharmaceutical Development and Technology (2016) DOI: 10.3109/10837450.2016.1163388
A Mazor, L Perez-Gandarillas, A de Ryck and A MichrafyEffect of roll compactor sealing system designs: A finite element analysisPowder Technology, Volume 289, February 2016, 21-30.
S M Miraboutalebi, P Kazemi, P BahramiFatty Acid Methyl Ester (FAME) composition used for estimation of biodiesel cetane number employing random forest and srticial neural networks: A new approachFuel (2016) 166, 143-151
A Mendyk, P K Tuszyński, M H Khalid, R Jachowicz, and S PolakHow-To: Empirical IVIVR Without Intravenous DataDissolution Technologies (2015) 22:2, 12-18
Z. Yan, S.K. Wilkinson, E.H. Stitt and M. MarigoDiscrete Element Modelling (DEM) input parameters: understanding their impact on model predictions using statistical analysisComputational Particle Mechanics, 2015, DOI:  10.1007/s40571-015-0056-5
A E Hassanien, E Emary and H M ZawbaaRetinal blood vessel localization approach based on bee colony swarm optimization, fuzzy c-means and pattern searchInternational Journal of Visual Communication and Image Representation, International Journal of Visual Communication and Image Representation, 2015, Vol. 31, 186-196,
E Emary, H M Zawbaa and A E HassanienBinary Gray Wolf Optimization Approaches for Feature SelectionInternational Journal of Neurocomputing, 2015, Vol. 172, 371-381
V.K. Ojha, K. Jackowski, A. Abraham and V. SnaselDimensionality reduction, and function approximation of poly (lactic-co-glycolic acid) micro- and nanoparticle dissolution rateInternational Journal of Nanomedicine, 2015:10 1119-1129.
L P Gandarillas, A Mazor, D Souriou, O Lecoq and A Michrafy Compaction behaviour of dry granulated binary mixturesPowder Technology, 2015, DOI: 10.1016/j.powtec.2015.05.003