Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using Multi-Layer Perceptron and LSTM.

Sohaib Ahmed https://orcid.org/0000-0003-1830-7388 https://www.wikidata.org/entity/Q124391568 https://scholar.google.com/citations?user=oc5Pyl8AAAAJ

Hina Shakir Majid Ali Asia Samreen Sohaib Ahmed Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using Multi-Layer Perceptron and LSTM. 2025 26 Comput. Sci. 2 https://doi.org/10.7494/csci..26.1.6691 db/journals/aghcs/aghcs26.html#ShakirASA25 streams/journals/aghcs

Arsh Fatima Asma Shaheen Sohaib Ahmed Bushra Fazal Faizan Ahmad Tze Wei Liew Zeeshan Ahmed Exploring the use of gamification in human-centered agile-based requirements engineering. 2024 6 Frontiers Comput. Sci. https://doi.org/10.3389/fcomp.2024.1442081 db/journals/fcomp/fcomp6.html#FatimaSAFALA24 streams/journals/fcomp

Sara Jamil Rehan Qureshi Sohaib Ahmed Osama Rehman Impact of Resource Distribution on Performance of Fog Computing Infrastructure. 1355-1374 2024 August 137 Wirel. Pers. Commun. 3 https://doi.org/10.1007/s11277-024-11272-3 db/journals/wpc/wpc137.html#JamilQAR24 streams/journals/wpc

Sohaib Ahmed Hassan Khalid Muhammad Hamza Danyal Farhat Mobile Edge Computing. 2024 abs/2404.17944 CoRR https://doi.org/10.48550/arXiv.2404.17944 db/journals/corr/corr2404.html#abs-2404-17944

Majid Ali Hina Shakir Asia Samreen Sohaib Ahmed Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM. 2024 abs/2412.18248 CoRR https://doi.org/10.48550/arXiv.2412.18248 db/journals/corr/corr2412.html#abs-2412-18248 streams/journals/corr

Nazar Salih Mohamed Ksantini Nebras Hussein Donia Ben Halima Ali Abdul Razzaq Sohaib Ahmed Prediction of ROP Zones Using Deep Learning Algorithms and Voting Classifier Technique. 86 2023 December 16 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.1007/s44196-023-00268-9 db/journals/ijcisys/ijcisys16.html#SalihKHHRA23

Ahmad Hameed Muhammad Umer 0001 Umair Hafeez Hassan Mustafa Sohaib Ahmed Muhammad Abubakar Siddique Hamza Ahmad Madni Skin lesion classification in dermoscopic images using stacked Convolutional Neural Network. 3551-3565 2023 14 J. Ambient Intell. Humaniz. Comput. 4 https://doi.org/10.1007/s12652-021-03485-2 db/journals/jaihc/jaihc14.html#HameedUHMSSM23

Umair Hafeez Muhammad Umer 0001 Ahmad Hameed Hassan Mustafa Sohaib Ahmed Michele Nappi Hamza Ahmad Madni A CNN based coronavirus disease prediction system for chest X-rays. 13179-13193 2023 October 14 J. Ambient Intell. Humaniz. Comput. 10 https://doi.org/10.1007/s12652-022-03775-3 https://www.wikidata.org/entity/Q112685214 db/journals/jaihc/jaihc14.html#HafeezUHMANM23

Hassan Mustafa Muhammad Umer 0001 Umair Hafeez Ahmad Hameed Sohaib Ahmed Saleem Ullah Hamza Ahmad Madni Pepper bell leaf disease detection and classification using optimized convolutional neural network. 12065-12080 2023 March 82 Multim. Tools Appl. 8 https://doi.org/10.1007/s11042-022-13737-8 db/journals/mta/mta82.html#MustafaUHHSUM23

Osama Rehman Asiya M. Al-Busaidi Sohaib Ahmed Kamran Ahsan Ubiquitous Healthcare System: Architecture, Prototype Design and Experimental Evaluations. 6 2022 9 EAI Endorsed Trans. Scalable Inf. Syst. 4 https://doi.org/10.4108/eai.5-1-2022.172779 db/journals/sis/sis9.html#RehmanAAA22

Adnan Ahmad Farrukh Zeeshan Rutab Marriam Alia Samreen Sohaib Ahmed Does one size fit all? Investigating the effect of group size and gamification on learners' behaviors in higher education. 296-327 2021 33 J. Comput. High. Educ. 2 https://doi.org/10.1007/s12528-020-09266-8 https://www.wikidata.org/entity/Q135222272 db/journals/jche/jche33.html#AhmadZMSA21

Muhammad Hussain Khan Zainab Saleem Muhammad Ahmad Sohaib Ahmed Hamail Ayaz Manuel Mazzara Rana Aamir Raza Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants. 14507-14521 2021 33 Neural Comput. Appl. 21 https://doi.org/10.1007/s00521-021-06094-4 db/journals/nca/nca33.html#KhanSASAMR21

Maheen Zulfiqar Muhammad Ahmad Sohaib Ahmed Manuel Mazzara Salvatore Distefano Hyperspectral Imaging for Bloodstain Identification. 3045 2021 21 Sensors 9 https://doi.org/10.3390/s21093045 db/journals/sensors/sensors21.html#ZulfiqarASMD21

Alia Samreen Adnan Ahmad Furkh Zeshan Farooq Ahmad Sohaib Ahmed Zuhaib Ashfaq Khan A Collaborative Method for Protecting Teens Against Online Predators Over Social Networks: A Behavioral Analysis. 174375-174393 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3007141 https://www.wikidata.org/entity/Q115535124 db/journals/access/access8.html#SamreenAZAAK20

Zainab Saleem Muhammad Hussain Khan Muhammad Ahmad Sohaib Ahmed Hamail Ayaz Manuel Mazzara Prediction of Microbial Spoilage and Shelf-Life of Bakery Products Through Hyperspectral Imaging. 176986-176996 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3026925 db/journals/access/access8.html#SaleemKASAM20

Muhammad Hamid Furkh Zeshan Adnan Ahmad Saima Munawar Esma Aïmeur Sohaib Ahmed Mohamed Abu ElSoud Mohammed Yousif An intelligent decision support system for effective handling of IT projects. 2635-2647 2020 38 J. Intell. Fuzzy Syst. 3 https://doi.org/10.3233/JIFS-179550 db/journals/jifs/jifs38.html#HamidZAMAAEY20

Zain Mumtaz Zeeshan Ilyas Sohaib Ahmed Saleem Ullah Hamza Ahmad Madni Design and Implementation of User-Friendly and Low-Cost Multiple-Application System for Smart City Using Microcontrollers. 2020 abs/2010.07016 CoRR https://arxiv.org/abs/2010.07016 db/journals/corr/corr2010.html#abs-2010-07016

Kamran Ahsan Sana Irshad Muhammad Abid Khan Sana Ullah Sarwat Iqbal Muhammad Saeed Sohaib Ahmed Osama Rehman Mobile-Controlled UAVs for Audio Delivery Service and Payload Tracking Solution. 149672-149697 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2944262 db/journals/access/access7.html#AhsanIKUISAR19

Muhammad Ahmad Asad Khan Adil Mehmood Khan Manuel Mazzara Salvatore Distefano Sohaib Ahmed Omar Nibouche Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images. 1136 2019 11 Remote. Sens. 9 https://doi.org/10.3390/rs11091136 https://www.wikidata.org/entity/Q127893350 db/journals/remotesensing/remotesensing11.html#AhmadKKMDSN19

Muhammad Hussain Khan Zainab Saleem Muhammad Ahmad Sohaib Ahmed Hamail Ayaz Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification. 2019 abs/1911.03711 CoRR http://arxiv.org/abs/1911.03711 db/journals/corr/corr1911.html#abs-1911-03711

Asma Bibi Osama Rehman Sohaib Ahmed An Ontology based Approach for Messages Dissemination in Vehicular Ad Hoc Networks. e2 2018 5 EAI Endorsed Trans. Scalable Inf. Syst. 16 https://doi.org/10.4108/eai.13-4-2018.154468 https://www.wikidata.org/entity/Q129965024 db/journals/sis/sis5.html#BibiRA18

Muhammad Umer 0001 Bilal Nasir Junaid A. Khan Shahrukh Ali Sohaib Ahmed MAPILS: Mobile augmented reality plant inquiry learning system. 1443-1449 2017 EDUCON https://doi.org/10.1109/EDUCON.2017.7943038 conf/educon/2017 db/conf/educon/educon2017.html#UmerNKAA17 Sohaib Ahmed A Proposed Evaluation Framework from Mobile Inquiry-Based Learning Activities in Science Education. 123-130 2014 mLearn https://doi.org/10.1007/978-3-319-13416-1_12 conf/mlearn/2014 db/conf/mlearn/mlearn2014.html#Ahmed14 Sohaib Ahmed David Parsons 0001 A Comparative Analysis in Evaluating 'ThinknLearn' from Science Educators and High School Students Perspectives. 228-237 2014 mLearn https://doi.org/10.1007/978-3-319-13416-1_22 conf/mlearn/2014 db/conf/mlearn/mlearn2014.html#AhmedP14

Sohaib Ahmed David Parsons 0001 Abductive science inquiry using mobile devices in the classroom. 62-72 2013 63 Comput. Educ. https://doi.org/10.1016/j.compedu.2012.11.017 https://www.wikidata.org/entity/Q57986662 db/journals/ce/ce63.html#AhmedP13

Sohaib Ahmed David Parsons 0001 Mandia Mentis Scaffolding in Mobile Science Enquiry-based Learning Using Ontologies. e5 2012 1 2 EAI Endorsed Trans. e Learn. https://doi.org/10.4108/eeel.2012.07-09.e5 db/journals/eeel/eeel2.html#AhmedPM12

Sohaib Ahmed David Parsons 0001 Mandia Mentis An Ontology Supported Abductive Mobile Enquiry Based Learning Application. 66-68 2012 ICALT https://doi.org/10.1109/ICALT.2012.7 https://doi.ieeecomputersociety.org/10.1109/ICALT.2012.7 https://www.wikidata.org/entity/Q57986669 conf/icalt/2012 db/conf/icalt/icalt2012.html#AhmedPM12 Sohaib Ahmed David Parsons 0001 Evaluating ThinknLearn: A Mobile Science Inquiry Based Learning Application in Practice. 17-24 2012 mLearn https://ceur-ws.org/Vol-955/papers/paper_44.pdf conf/mlearn/2012 db/conf/mlearn/mlearn2012.html#AhmedP12 Sohaib Ahmed David Parsons 0001 COMET: Context Ontology for Mobile Education Technology. 414-416 2011 AIED https://doi.org/10.1007/978-3-642-21869-9_54 https://www.wikidata.org/entity/Q57986695 conf/aied/2011 db/conf/aied/aied2011.html#AhmedP11 Sohaib Ahmed David Parsons 0001 Hokyoung Ryu Supporting adaptive learning interactions with ontologies. 17-24 2010 CHINZ https://doi.org/10.1145/1832838.1832842 https://www.wikidata.org/entity/Q57986709 conf/chinz/2010 db/conf/chinz/chinz2010.html#AhmedPR10 Adnan Ahmad Faizan Ahmad Farooq Ahmad Muhammad Ahmad Zeeshan Ahmed Kamran Ahsan Esma Aïmeur Asiya M. Al-Busaidi Majid Ali Shahrukh Ali Hamail Ayaz Asma Bibi Salvatore Distefano Mohamed Abu ElSoud Danyal Farhat Arsh Fatima Bushra Fazal Umair Hafeez Donia Ben Halima Ahmad Hameed Muhammad Hamid Muhammad Hamza Nebras Hussein Zeeshan Ilyas Sarwat Iqbal Sana Irshad Sara Jamil Hassan Khalid Adil Khan 0001Adil Mehmood Khan Asad Khan Junaid A. Khan Muhammad Abid Khan Muhammad Hussain Khan Zuhaib Ashfaq Khan Mohamed Ksantini Tze Wei Liew Hamza Ahmad Madni Rutab Marriam Manuel Mazzara Mandia Mentis Zain Mumtaz Saima Munawar Hassan Mustafa Michele Nappi Bilal Nasir Omar Nibouche David Parsons 0001 Rehan Qureshi Rana Aamir Raza Ali Abdul Razzaq Osama Rehman Hokyoung Ryu Muhammad Saeed Zainab Saleem Nazar Salih Alia Samreen Asia Samreen Asma Shaheen Hina Shakir Muhammad Abubakar Siddique Saleem Ullah Sana Ullah Muhammad Umer 0001 Mohammed Yousif Farrukh Zeeshan Furkh Zeshan Maheen Zulfiqar