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1

Evolving neural networks using bird swarm algorithm for data classification and regression applications

Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali, Al-Madi, Nailah, Sheta, Alaa, Mafarja, Majdi

Journal:

Cluster Computing

Year:

2019

File:

PDF, 3.22 MB

2019

2

Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market

Ghatasheh, Nazeeh, Faris, Hossam, Abukhurma, Ruba, Castillo, Pedro A., Al-Madi, Nailah, Mora, Antonio M., Al-Zoubi, Alaâ M., Hassanat, Ahmad

Journal:

Progress in Artificial Intelligence

Year:

2020

File:

PDF, 876 KB

2020

3

[IEEE 2012 World Congress on Nature and Biologically Inspired Computing (NaBIC) - Mexico City, Mexico (2012.11.5-2012.11.9)] 2012 Fourth World Congress on Nature and Biologically Inspired Computing (NaBIC) - Adaptive genetic programming applied to classification in data mining

Al-Madi, Nailah, Ludwig, Simone A.

Year:

2012

Language:

english

File:

PDF, 358 KB

english, 2012

4

[IEEE 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Improving genetic programming classification for binary and multiclass datasets

Al-Madi, Nailah, Ludwig, Simone A.

Year:

2013

Language:

english

File:

PDF, 947 KB

english, 2013

5

[IEEE 2013 World Congress on Nature and Biologically Inspired Computing (NaBIC) - Fargo, ND, USA (2013.08.12-2013.08.14)] 2013 World Congress on Nature and Biologically Inspired Computing - Scaling Genetic Programming for data classification using MapReduce methodology

Al-Madi, Nailah, Ludwig, Simone A.

Year:

2013

Language:

english

File:

PDF, 2.95 MB

english, 2013

6

[IEEE 2014 IEEE Symposium On Swarm Intelligence (SIS) - Orlando, FL, USA (2014.12.9-2014.12.12)] 2014 IEEE Symposium on Swarm Intelligence - Parallel glowworm swarm optimization clustering algorithm based on MapReduce

Al-Madi, Nailah, Aljarah, Ibrahim, Ludwig, Simone A.

Year:

2014

Language:

english

File:

PDF, 371 KB

english, 2014

7

[ACM Press Proceeding of the fifteenth annual conference companion - Amsterdam, The Netherlands (2013.07.06-2013.07.10)] Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion - GECCO '13 Companion - Segment-based genetic programming

AL-Madi, Nailah, Ludwig, Simone A.

Year:

2013

Language:

english

File:

PDF, 323 KB

english, 2013

8

[IEEE 2015 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) - Amman, Jordan (2015.11.3-2015.11.5)] 2015 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) - PSO-AG: A Multi-Robot Path Planning and obstacle avoidance algorithm

Bilbeisi, Ghaith, Al-Madi, Nailah, Awad, Fahed

Year:

2015

Language:

english

File:

PDF, 567 KB

english, 2015

9

Training radial basis function networks using biogeography-based optimizer

Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali, Al-Madi, Nailah

Journal:

Neural Computing and Applications

Year:

2016

Language:

english

File:

PDF, 1.62 MB

english, 2016

10

Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm

Faris, Hossam, Aljarah, Ibrahim, Al-Madi, Nailah, Mirjalili, Seyedali

Journal:

International Journal of Artificial Intelligence Tools

Year:

2016

Language:

english

File:

PDF, 1.59 MB

english, 2016

11

Mike Preuss: Multimodal optimization by means of evolutionary algorithms

Al-Madi, Nailah

Journal:

Genetic Programming and Evolvable Machines

Year:

2016

Language:

english

File:

PDF, 286 KB

english, 2016

12

[IEEE 2017 International Conference on New Trends in Computing Sciences (ICTCS) - Amman, Jordan (2017.10.11-2017.10.13)] 2017 International Conference on New Trends in Computing Sciences (ICTCS) - Deep Learning Based Technique for Plagiarism Detection in Arabic Texts

Suleiman, Dima, Awajan, Arafat, Al-Madi, Nailah

Year:

2017

Language:

english

File:

PDF, 343 KB

english, 2017

13

[IEEE 2017 14th International Conference on Smart Cities: Improving Quality of Life using ICT & IoT (HONET-ICT) - Irbid (2017.10.9-2017.10.11)] 2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT) - Energy-aware geographic routing protocol with sleep scheduling for wireless multimedia sensor networks

Alafeef, Ibrahim, Awad, Fahed, Al-Madi, Nailah

Year:

2017

Language:

english

File:

PDF, 318 KB

english, 2017

14

[IEEE 2017 International Conference on New Trends in Computing Sciences (ICTCS) - Amman (2017.10.11-2017.10.13)] 2017 International Conference on New Trends in Computing Sciences (ICTCS) - Optimized ANN-ABC for Thunderstorms Prediction

Yasen, Mais Ziad Younes, Al-Jundi, Ruba Amjad Salameh, Al-Madi, Nailah Shukri Aziz

Year:

2017

Language:

english

File:

PDF, 374 KB

english, 2017

15

[IEEE 2018 8th International Conference on Computer Science and Information Technology (CSIT) - Amman, Jordan (2018.7.11-2018.7.12)] 2018 8th International Conference on Computer Science and Information Technology (CSIT) - Optimizing Neural Networks using Dragonfly Algorithm for Medical Prediction

Yasen, Mais, Al-Madi, Nailah, Obeid, Nadim

Year:

2018

Language:

english

File:

PDF, 847 KB

english, 2018

16

Evolving neural networks using bird swarm algorithm for data classification and regression applications

Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali, Al-Madi, Nailah, Sheta, Alaa, Mafarja, Majdi

Journal:

Cluster Computing

Year:

2019

Language:

english

File:

PDF, 3.22 MB

english, 2019

17

UTSim: A framework and simulator for UAV air traffic integration, control, and communication

Al-Mousa, Amjed, Sababha, Belal H, Al-Madi, Nailah, Barghouthi, Amro, Younisse, Remah

Journal:

International Journal of Advanced Robotic Systems

Year:

2019

Language:

english

File:

PDF, 893 KB

english, 2019

18

UTSim: A framework and simulator for UAV air traffic integration, control, and communication

Al-Mousa, Amjed, Sababha, Belal H, Al-Madi, Nailah, Barghouthi, Amro, Younisse, Remah

Journal:

International Journal of Advanced Robotic Systems

Year:

2019

File:

PDF, 893 KB

2019

19

[IEEE 2019 2nd International Conference on new Trends in Computing Sciences (ICTCS) - Amman, Jordan (2019.10.9-2019.10.11)] 2019 2nd International Conference on new Trends in Computing Sciences (ICTCS) - Improved Swarm Intelligence Optimization using Crossover and Mutation for Medical Classification

Yasen, Mais, Al-Madi, Nailah

Year:

2019

File:

PDF, 462 KB

2019

20

[IEEE 2020 11th International Conference on Information and Communication Systems (ICICS) - Irbid, Jordan (2020.4.7-2020.4.9)] 2020 11th International Conference on Information and Communication Systems (ICICS) - Geometric-Based Localization for Wireless Sensor Networks

Altarazi, Alaa, Al-Madi, Nailah, Awad, Fahed

Year:

2020

File:

PDF, 1.75 MB

2020

21

A Dynamic Locality Multi-Objective Salp Swarm Algorithm for Feature Selection

Aljarah, Ibrahim, Habib, Maria, Faris, Hossam, Al-Madi, Nailah, Heidari, Ali Asghar, Mafarja, Majdi, Elaziz, Mohamed Abd, Mirjalili, Seyedali

Journal:

Computers & Industrial Engineering

Year:

2020

File:

PDF, 1.98 MB

2020

22

[IEEE 2020 International Conference on Intelligent Data Science Technologies and Applications (IDSTA) - Valencia, Spain (2020.10.19-2020.10.22)] 2020 International Conference on Intelligent Data Science Technologies and Applications (IDSTA) - Machine Learning Approaches for COVID-19 Forecasting

Istaiteh, Othman, Owais, Tala, Al-Madi, Nailah, Abu-Soud, Saleh

Year:

2020

File:

PDF, 1.53 MB

2020

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