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Title

Conference

T Breinlinger, A Hashibon, R Schubert and T. Kraft Simulation 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 Dehning Discrete and finite element co-simulations - Modelling approach and application perspectives Proc. Partec 2016, Nuremberg, Germany, paper 1.24, 2016, 1-4.
A Hashibon, T Breinlinger, R Schubert and T Kraft A new DEM contact-model for simulating die filling for powders with complex rheology Proc. 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 Snasel Metaheuristic Tuning of Type-II Fuzzy Inference Systems for Data Mining IEEE 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 Ojha A Substitution of the General Partial Differential Equation with Extended Polynomial Networks IEEE World Congress on Computational Intelligence, International Joint Conference on Neural Networks  (IJCNN 2016), pp 4819-4826
V K Ojha, A Abraham and V Snasel Ensemble of heterogeneous flexible neural tree for the approximation and feature-selection of Poly (lactic-co-glycolic acid) micro- and nanoparticle

Proceedings 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 Abraham Ensemble of flexible neural trees for predicting risk in grid computing environment

Proceedings 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 Abraham Neuro-fuzzy risk prediction model for computational grids

Proceedings 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 Abraham An ensemble of neuro-fuzzy model for assessing risk in cloud computing environment

Proceedings 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 delivery Particulate Processes in the Pharmaceutical Industry IV, 14-18.09.2014, Potsdam, Germany.
M H Khalid, P Kazemi, J Szlek, R Jachowicz and A Mendyk Assessing critical features for modeling powder flow: an empirical approach PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
L Orefice and A Mazor A 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 Schiano Machine learning tools for modelling of powder mixing PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
K Csordas and A Pérez Gago Roll Compaction: The impact of system design and Scale up PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
S Loreti and A Mirtic Multiscale modelling of ribbon Milling: a DEM-PBM framework PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
H Zawbaa, L Pérez-Gandarillas and S Schiano Feature selection techniques for Roll Compaction PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
L Pérez-Gandarillas and S Schiano The impact of roll compaction process on die filling and die compaction PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
R Schubert and Z Yan DEM modelling of powder flow & powder-filling during die compaction PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
M H Khalid and P Kazemi CI for solid dosage forms: modeling milling and die compaction processes PARTEC 2016, Nuremberg, Germany, April 19-21, 2016
P Kazemi, A Mirtic, G K Reynolds, M H Khalid, R Jachowicz and A Mendyk Transparent computational intelligence models for milling World meeting on Pharmaceutics, biopharmaceutics, and Pharmaceutical technology, Glasgow, UK, April 2016
A Tharwat, H M Zawbaa, T Gaber, A E Hassanien and V Snasel Automated Zebrafish-based Toxicity Test using Bat Optimization and AdaBoost Classifier IEEE 11th International Computer Engineering Conference (ICENCO), Cairo, Egypt, December, 2015.
A I Hafez, A E Hassanien and H M Zawbaa Hybrid Swarm Intelligence Algorithms for Feature Selection: Monkey and Krill Herd Algorithms IEEE 11th International Computer Engineering Conference (ICENCO), Cairo, Egypt, December, 2015.
H M Zawbaa, A E Hassanien, E Emary, W Yamany and B PARV Hybrid flower pollination algorithm with rough sets for feature selection IEEE 11th International Computer Engineering Conference (ICENCO), Cairo, Egypt, December, 2015.
K K A Ghany, H Ayeldeen, H M Zawbaa and O Shaker A Rough Set-based Reasoner for medical diagnosis IEEE International Conference on Green Computing and Internet of Things, India, September, 2015.
M H Khalid, P K Tuszynski, J Szlek, R Jachowicz and A Mendyk From black-box to transparent computational intelligence models: A pharmaceutical case study 13th 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 Hassanien A Fish Detection Approach Based on BAT Algorithm 1st International Conference on Advanced Intelligent Systems and Informatics (AISI’15), Egypt, November 28-30, 2015.
E Emary, H M Zawbaa and B Parv Feature Selection Based on Antlion Optimization Algorithm 3rd world conference on complex systems (WCCS15), Morocco, November 23-25, 2015.
H M Zawbaa, E Emary, A E Hassanien and B Parv A wrapper approach for feature selection based on swarm optimization algorithm inspired in the behavior of the social-spider 7th 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 Hassanien An innovative approach for feature selection based on Chicken swarm optimization 7th 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 Shaker A Rough Set-based Reasoner for medical diagnosis International 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 Marigo Parametric evaluation for powder flowability using a Freeman rheometer: a discrete element method study Proceedings 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. Parv Firefly Optimization Algorithm for Feature Selection 7th Balkan Conference in Informatics (BCI 2015), ACM, Romania, 2-4 September, 2015.
W Yamany, H M Zawbaa, E Emary and A E Hassanien Modified Flower Pollination Algorithm for Attribute Reduction in Classification IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Turkey, 2-5 August, 2015.
V K Ojha, K Jackowski, V Snášel & A Abraham Dimensionality reduction and prediction of the protein macromolecule dissolution profile IBICA 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 Jachowicz Generalized in vitro - in vivo (IVIVC) correlation model based on genetic programming 9th world meeting of Pharmaceutics, Biopharmaceutics, and Pharmaceutical technology, Lisbon, Portugal, 31 Mar - 3 April 2014.
V K Ojha, K Jackowski, A  Abraham and V Snasel Feature Selection and Ensemble of Regression models for Predicting the Protein Macromolecule Dissolution Profile Sixth 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 Snasel ACO for Continuous Function Optimization: A Performance Analysis 14th 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 Snasel Simultaneous Optimization of Neural Network Weights and Active Nodes using Metaheuristics 14th 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 Hassanien Automatic Fruit Classification Using Random Forest Algorithm 14th International Conference on Hybrid Intelligent Systems (HIS 2014),  Kuwait, 14-16 December, 2014.
W Yamany, E Emary, H M Zawbaa and A E Hassanien Rough sets cuckoo search attribute reduction algorithm 14th International Conference on Hybrid Intelligent Systems (HIS 2014), Kuwait, 14-16 December, 2014.
E Emary, H M Zawbaa, C Grosan and A E Hassanien Feature subset selection approach by Gray-wolf optimization 1st 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 Hassenian An Automatic Flower Classification Approach Using Machine Learning Algorithms 3rd 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 Hassanien RoadMonitor: An Intelligent Road Surface Condition Monitoring System IEEE Intelligent Systems (IS’14), Warsaw, Poland, 24-26 September, 2014.
A I Hafez, H M Zawbaa, A E Hassanien, A A Fahmy, and V Snasel Networks community detection using artificial bee colony swarm optimization The 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 Azar Retinal blood vessel segmentation using artificial bee colony optimization and pattern search Proc. 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 Azar Retinal vessel segmentation based on possibilistic fuzzy c-means clustering optimized with cuckoo search Proc. 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 Snasel Retinal vessel segmentation based on flower pollination search algorithm The 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 Hassenian Automatic Fruit Image Recognition System Based on Shape and Color Features 2nd  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 Khinast DEM study of granular transport in partially filled horizontal screw conveyors Powder Technology, Volume 305, January 2017, Pages 347-356.
K Mateusz, K Woyna-Orlewicz, M H Khalid and R Jachowicz Optimization of furosemide liquisolid tablets preparation process leading to their mass and size reduction Acta 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 Mendyk Effect of roll compaction on granule size distribution of MCC-mannitol mixtures: computational intelligence modeling and parametric analysis Drug Design, Development, and Therapy, 2016 (Accepted).
M H Khalid, P Kazemi, L Perez-Gandarillas, A Michrafy, J Szlek, R Jachowicz and A Mendyk Computational Intelligence models to predict porosity of tablets using minimum features Drug Design, Development, and Therapy, 2016 (Accepted).
A Mirtič and G K Reynolds Determination of breakage rate and breakage mode of roller compacted pharmaceutical materials

Powder 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 Michrafy Effect of Roll-Compaction and Milling Conditions on Granules and Tablets Properties European Journal of Pharmaceutics and Biopharmacbiobieutics, 2016, 106: 38-49.
A Krok, A Mirtic, G Reynolds, S Schiano, R Roberts and C Y Wu An experimental investigation of temperature rise during compaction of pharmaceutical powders

International 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 Rielly Dynamic 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 Kraft Simulations of history-dependent complex powder flow in die filling process

Computational Particle Mechanics, 3, 2016, 437-448.

DOI 10.1007/s40571-015-0099-7

Z Yan, S K Wilkinson, E H Stitt and M Marigo Investigating mixing and segregation using discrete element modelling (DEM) in the Freeman FT4 rheometer International 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) study Computers & Chemical Engineering. 97, 2, 2017, 161–174
V K Ojha, Abraham, A., and Snášel, V Ensemble of Heterogeneous Flexible Neural Trees Using Multiobjective Genetic Programming

Applied Soft Computing, 2016,

http://dx.doi.org/10.1016/j.asoc.2016.09.035

E Emarya, H M Zawbaa and A E Hassaniena Binary ant lion approaches for feature selection

Neurocomputing, July 2016,

dx.doi.org/10.1016/j.neucom.2016.03.101

E Emarym, H M Zawbaa, A E Hassanien and B Parv Multi-objective retinal vessel localization using flower pollination search algorithm with pattern search Advances 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 Mendyk Computational 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 Mendyk Computational intelligence modeling of granule size distribution for oscillating milling

Powder Technology, Volume 301, 2016, 1252–1258.

dx.doi.org/10.1016/j.powtec.2016.07.046

P Bahramia, P Kazemib, S Mahdavic and H Ghobadi A novel approach for modeling and optimization of surfactant/polymer flooding based on Genetic Programming evolutionary algorithm

Fuel, 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 Mendyk Empirical search for factors affecting mean particle size of PLGA microspheres containing macromolecular drugs

Computer 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 Abraham Predictive Modelling of Die Filling of the Pharmaceutical Granules Using the Flexible Neural Tree

Neural Computing and Applications, 2016.

DOI 10.1007/s00521-016-2545-8

V K Ojha, P Dutta and A Chaudhuri Identifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative study

Neural Computing and Applications, 2016.

DOI: 10.1007/s00521-016-2443-0

S Schiano, C Y Wu, A Mirtic and G Reynolds A Novel Use of Friability Testing for Characterising Ribbon Milling Behaviour

European 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 Wu The application of terahertz pulsed imaging in characterising density distribution of roll-compacted ribbons

European 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 Mendyk Transparent computational intelligence models for pharmaceutical tableting process

Complex Adaptive Systems Modeling, 2016.

DOI: 10.1186/s40294-016-0019-6

H M Zawbaa, E Emary and C Grosan Feature selection via chaotic antlion optimization

PLoS ONE, 2016, Vol. 11, No. 3.

DOI: 10.1371/journal.pone.0150652

A Hashibon, R Schubert, T Breinlinger and T Kraft A DEM contact model for history-dependent powder flows

Computational Particle Mechanics, January 2016, 1-12.

DOI: 10.1007/s40571-015-0099-7

A Pérez Gago and P Kleinebudde MCC–mannitol mixtures after roll compaction/dry granulation: percolation thresholds for ribbon microhardness and granule size distribution

Pharmaceutical Development and Technology (2016).

DOI: 10.3109/10837450.2016.1163388

A Mazor, L Perez-Gandarillas, A de Ryck and A Michrafy Effect of roll compactor sealing system designs: A finite element analysis Powder Technology, Volume 289, February 2016, 21-30.
S M Miraboutalebi, P Kazemi, P Bahrami Fatty Acid Methyl Ester (FAME) composition used for estimation of biodiesel cetane number employing random forest and srticial neural networks: A new approach Fuel (2016) 166, 143-151
A Mendyk, P K Tuszyński, M H Khalid, R Jachowicz, and S Polak How-To: Empirical IVIVR Without Intravenous Data Dissolution Technologies (2015) 22:2, 12-18
Z. Yan, S.K. Wilkinson, E.H. Stitt and M. Marigo Discrete Element Modelling (DEM) input parameters: understanding their impact on model predictions using statistical analysis

Computational Particle Mechanics, 2015.

DOI: 10.1007/s40571-015-0056-5

A E Hassanien, E Emary and H M Zawbaa Retinal blood vessel localization approach based on bee colony swarm optimization, fuzzy c-means and pattern search International 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 Hassanien Binary Gray Wolf Optimization Approaches for Feature Selection International Journal of Neurocomputing, 2015, Vol. 172, 371-381
V.K. Ojha, K. Jackowski, A. Abraham and V. Snasel Dimensionality reduction, and function approximation of poly (lactic-co-glycolic acid) micro- and nanoparticle dissolution rate International 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 mixtures

Powder Technology, 2015.

DOI: 10.1016/j.powtec.2015.05.003

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