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研究领域

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Published Journal papers 

1.       Al-qaness, M.A., et al., 2021. Improved ANFIS model for forecasting Wuhan City Air Quality and analysis COVID-19 lockdown impacts on air quality , Environmental research , 2021, 194, 110607. (IF: 6.498, SCI Q1, 中科:一区)

2.       Al-qaness, M.A., et al., 2021. Efficient artificial intelligence forecasting models for COVID-19 outbreak in Russia and Brazil. Process Safety and Environmental Protection, 2021, 149, pp.399-409. (IF: 6.158, SCI Q1, 中科:二区).

3.       Al-qaness, M.A.A., Ewees, A.A. & Abd Elaziz, M. Modified whale optimization algorithm for solving unrelated parallel machine scheduling problems . Soft Computing 25, 9545–9557 (IF: 3.643, SCI Q1, 中科:三区).

4.       Ewees AA, Abualigah L, Yousri D, Algamal ZY, Al-qaness MA*, Ibrahim RA, Abd Elaziz M. Improved Slime Mould Algorithm based on Firefly Algorithm for feature selection: A case study on QSAR model. Engineering with Computers. 2021 Mar 31:1-5. (通讯作者IF: 7.963, SCI Q1, 中科:二区).

5.       Elsheikh A, Abd Elaziz M, B. Ramesh, Egiza M, Al-qaness M.A.A., Modeling of drilling process of GFRP composite using a hybrid random vector functional link network/parasitism-predation algorithm, Journal of Materials Research and Technology, 2021, (通讯作者IF: 5.039, SCI Q1, 中科:二区).

6.       Alsamhi, S.H., Afghah, F., Sahal, R., Hawbani, A., Al-qaness, M. A.., Lee, B. and Guizani, M.,. Green Internet of Things using UAVs in B5G Networks: A Review of Applications and Strategies. Ad Hoc Networks, 2021, p.102505. (IF: 4.111, SCI Q1, 中科:二区).

7.       Abualigah, L., Yousri, D., Abd Elaziz, M., Ewees, A. A., Al-qaness, M. A., & Gandomi, A. H.. Aquila Optimizer: A novel meta-heuristic optimization Algorithm. Computers & Industrial Engineering, 2021, 107250. (IF: 5.431, SCI Q1, 中科:二区)

8.       Abd Elaziz, M., Ewees, A. A., NEGGAZ, N., Ibrahi, R. A., Al-qaness, M. A.*, & Lu, S. Cooperative Meta-heuristic Algorithms for Global Optimization Problems. Expert Systems with Applications, 2021, 114788. (通讯作者, IF: 6.954, SCI Q1, 中科:二区)

9.       AA Ewees, Al-qanessM.A., M Abd Elaziz. Enhanced salp swarm algorithm based on firefly algorithm for unrelated parallel machine scheduling with setup times. Applied Mathematical Modelling. 2021 94, 285-305 (IF: 5.129, SCI Q1, 中科:).

10.   D Yousri, M Abd Elaziz, L Abualigah, D Oliva, Al-qaness MAA *, AA Ewees. COVID-19 X-ray images classification based on enhanced fractional-order cuckoo search optimizer using heavy-tailed distributions. Applied Soft Computing, 2021 101, 107052  (通讯作者,IF: 6.725, SCI Q1, 中科:一区).

11.   Abd Elaziz, M., Yousri, D., Al-qaness, M. A*et al . A Grunwald–Letnikov based Manta ray foraging optimizer for global optimization and image segmentation. Engineering Applications of Artificial Intelligence, 98, 104105. (通讯作者,IF: 6.212, SCI Q1, 中科:二区).

12.   Hawbani, A., Wang, X., Al-Dubai, A., Zhao, L., Busaileh, O., Liu, P., & Al-qaness, M. A. A Novel Heuristic Data Routing for Urban Vehicular Ad-hoc Networks. IEEE Internet of Things Journal. 2021, January 29. (IF: 9.936, SCI Q1, 中科:一区).

13.   Al-qaness, M.A.A., Abbasi, A.A., Fan, H. et al. An improved YOLO-based road traffic monitoring system. Computing, 2021, 103, 211–230. (IF: 2.220, SCI Q2, 中科:).

14.   Helmi, A.M., Al-qaness, M.A.A*, Dahou, A., Damaševičius, R., Krilavičius, T. and Elaziz, M.A., A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors. Entropy, 202123(8), p.1065. (通讯作者,IF: 2.524, SCI Q2, 中科:三区).

15.   Elaziz, M.A.; Zaid, E.O.A.; Al-qaness, M.A.A.*; Ibrahim, R.A. Automatic Superpixel-Based Clustering for Color Image Segmentation Using q-Generalized Pareto Distribution under Linear Normalization and Hunger Games Search. Mathematics 2021, 9, 2383; (通讯作者,IF: 2.258, SCI Q1 , 中科:)

16.   Ibrahim, R. A., Abualigah, L., Ewees, A. A., Al-qaness, M. A., Yousri, D., Alshathri, S., & Abd Elaziz, M. (2021). An Electric Fish-Based Arithmetic Optimization Algorithm for Feature Selection. Entropy, 23(9), 1189. (IF: 2.524, SCI Q2, 中科:三区).

17.   Ewees, A. A., Al-qaness, M. A., Abualigah, L., Oliva, D., Algamal, Z. Y., Anter, A. M., ... & Abd Elaziz, M. (2021). Boosting Arithmetic Optimization Algorithm with Genetic Algorithm Operators for Feature Selection: Case Study on Cox Proportional Hazards Model. Mathematics, 9(18), 2321.  (IF: 2.258, SCI Q1 , 中科:)

18.   Fan H, Du W, Dahou A, Ewees AA, Yousri D, Elaziz MA, Elsheikh AH, Abualigah L, Al-qaness MA. Social Media Toxicity Classification Using Deep Learning: Real-World Application UK Brexit. Electronics. 2021;10(11):1332. (共同一作者,IF: 2.397, SCI Q2, 中科:三区).

19.   AlRassas AM, Al-qaness MA*, Ewees AA, Ren S, Abd Elaziz M, Damaševičius R, Krilavičius T. Optimized ANFIS model using Aquila Optimizer for oil production forecasting. Processes. 2021;9(7):1194. (通讯作者和共同一作者,IF: 2.847, SCI Q2, 中科:三区).

20.   Ewees, A.A.; Abualigah, L.; Yousri, D.; Sahlol, A.T.; Al-qaness, M.A.A.; Alshathri, S.; Elaziz, M.A. Modified Artificial Ecosystem-Based Optimization for Multilevel Thresholding Image Segmentation. Mathematics 2021, 9, 2363. .  (IF: 2.258, SCI Q1 , 中科:)

21.   Fatani A, Elaziz M. A., Dahou A., Al-qaness M. A. A. and Lu S.  IoT Intrusion Detection System Using Deep Learning and Enhanced Transient Search Optimization, IEEE Access, doi: 10.1109/ACCESS.2021.3109081. (IF: 3.367, SCI Q1, 中科:二区).

22.   Abd Elaziz M, Al-qaness MA,  et al. Automatic clustering method to segment COVID-19 CT images. PLOS ONE。 2021, 16(1): e0244416. (IF: 3.240, SCI Q1, 中科:).

23.   Alalimi, A., Pan, L., Al-qaness, M. A., et al. Optimized Random Vector Functional Link network to predict oil production from Tahe oil field in China. Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles, 2021, 76, 3. (IF: 1.708, SCI Q2, 中科:)

24.   Al-qaness M A ., Ewees, A.A., Fan, H. and Abd El Aziz, M. Optimization method for forecasting confirmed cases of COVID-19 in China. Journal of Clinical Medicine20209(3), p.674 . (IF: 4.421, SCI Q1, 中科:二区)

25.   Al-qaness, M AA, Ewees A. et al. Marine predators algorithm for forecasting confirmed cases of COVID-19 in Italy, USA, Iran and Korea. International journal of environmental research and public health 2020, 17, no. 10 : 3520. (IF: 3.39, SCI Q2 ,SSCI Q1, 中科:)

26.   Al-qaness, M AA, Ewees A. et al. Optimized forecasting method for weekly influenza confirmed cases. International journal of environmental research and public health 2020, 17, no. 10 : 3510. (IF: 3.39, SCI Q2 ,SSCI Q1, 中科:)

27.   Abd Elaziz, M., Shehabeldeen, T.A., Elsheikh, A.H., Zhou, J., Ewees, A.A., Al-qaness, M.A*. Utilization of Random Vector Functional Link integrated with Marine Predators Algorithm for tensile behavior prediction of dissimilar friction stir welded aluminum alloy joints. Journal of Materials Research and Technology, 2020, 9(5), pp.11370-11381. (通讯作,IF: 5.039, SCI Q1, 中科:二区).

28.   Yousri D, Abd Elaziz M, Oliva D, Abualigah L, Al-qaness MA*, Ewees AA. Reliable applied objective for identifying simple and detailed photovoltaic models using modern metaheuristics: Comparative study. Energy Conversion and Management. 2020 Nov 1;223:113279. (通讯作者,IF: 9.709, SCI Q1, 中科:一区).

29.   Abd Elaziz M, Ewees AA, Yousri D, Alwerfali HS, Awad QA, Lu S, Al-qaness MA*. An improved Marine Predators algorithm with fuzzy entropy for multi-level thresholding: Real world example of COVID-19 CT image segmentation. IEEE Access. 2020, 8:125306-30. (通讯作,IF: 3.367, SCI Q1, 中科:二区).

30.   Xiao F, Yang M, Fan H, Fan G, Al-qaness MA. An improved deep learning model for predicting daily PM2. 5 concentration. Scientific Reports. 2020 , 10(1): 20988. (IF: 4.379, SCI Q1 , 中科:).

31.   Sahlol AT, Yousri D, Ewees AA, Al-qaness MA, et al. COVID-19 image classification using deep features and fractional-order marine predators algorithm. Scientific Reports. 2020, 10(1):15364. (IF: 4.379, SCI Q1 , 中科:).

32.   AA Abbasi, S Shamshirband, MAA Al-qaness, et al. Resource-Aware Network Topology Management Framework. Acta Polytechnica Hungarica. 2020, 17(4):89-101. (IF: 1.806, SCI Q3, 中科:).

33.   Ewees AA, Abd Elaziz M, Al-qaness MA, Khalil HA, Kim S. Improved Artificial Bee Colony Using Sine-Cosine Algorithm for Multi-Level Thresholding Image Segmentation. IEEE Access2020, 8:26304-26315.( IF: 3.367, SCI Q1, 中科:二区)

34.   Sahlol AT, Abd Elaziz M, Al-qaness MA, Kim S. Handwritten Arabic Optical Character Recognition Approach Based on Hybrid Whale Optimization Algorithm With Neighborhood Rough Set. IEEE Access2020, 8:23011-23021.( IF: 3.367, SCI Q1, 中科:二区)

35.   Liu Y,  Abbasi A,  Aghaei A, Abbasi A, Mosavi A, Shamshirband S, Al-qaness M A. A Mobile Cloud-based eHealth Scheme. Computers, Materials & Continua. 2020, 62. 31-39. (IF: 3.772, SCI Q2 , 中科:).

36.   Jouhari H, Lei D, Al-qaness MA, et al. Modified Harris Hawks Optimizer for Solving Machine Scheduling Problems. Symmetry. 2020, 12(9):1460. (IF: 2.713, SCI Q2 , 中科:).

37.    Alwerfali N, Husein S, Al-qaness MA, et al. Multi-Level Image Thresholding Based on Modified Spherical Search Optimizer and Fuzzy Entropy2020, 22(3):328. (IF: 2.524, SCI Q2 , 中科:)

38.   Ghoul R, He J, Djaidja S, Al-qaness MA, Kim S. PDTR: Probabilistic and Deterministic Tree-based Routing for Wireless Sensor Networks. Sensors. 2020 20(6):1697. (IF: 3.576, SCI Q1 , 中科:).

39.    Al-qaness MA, et al.. Channel state information from pure communication to sense and track human motion: A survey. Sensors2019, 19(15):3329. (IF: 3.576, SCI Q1 , 中科:)

40.   Al-qaness MA, et al.. A Modified Adaptive Neuro-Fuzzy Inference System Using Multi-Verse Optimizer Algorithm for Oil Consumption Forecasting. Electronics. 2019, 8(10):1071. (IF: 2.397, SCI Q2 , 中科:)

41.   Al-qaness MA. Device-free human micro-activity recognition method using WiFi signals. Geo-spatial Information Science2019,22(2):128-37. (IF: 4.288, SCI Q2 , 中科:四区)

42.   AL-Alimi D, Shao Y, Feng R, Al-qaness MA, et al.. Multi-Scale Geospatial Object Detection Based on Shallow-Deep Feature Extraction. Remote Sensing2019, 11(21):2525. .( IF: 4.848, SCI Q1, 中科:二区)

43.   Alwerfali HS, Elaziz MA, Al-qaness MA, et al. A Multilevel Image Thresholding Based on Hybrid Salp Swarm Algorithm and Fuzzy Entropy. IEEE Access2019, 7:181405-22. ( IF: 3.367, SCI Q1, 中科:二区).

44.    Jouhari H, Lei D, Al-qaness MA, Abd Elaziz M, Ewees AA, Farouk O. Sine-Cosine Algorithm to Enhance Simulated Annealing for Unrelated Parallel Machine Scheduling with Setup Times. Mathematics2019, 7(11):1120. (IF: 2.258, SCI Q1 , 中科:)

45.   Alhaj YA, Xiang J, Zhao D, Al-qaness MA, Elaziz MA, Dahou A. A study of the effects of stemming strategies on arabic document classification. IEEE Access2019, 7:32664-71. (IF: 3.367, SCI Q1, 中科:二区).

46.   Abbasi AA, Al-qaness MA, Elaziz MA, Khalil HA, Kim S. Bouncer: A Resource-Aware Admission Control Scheme for Cloud Services. Electronics2019, 8(9):928. (IF: 2.397, SCI Q2 , 中科:)

47.   Abbasi AA, Al-qaness MA, et al. Phantom: Towards Vendor-Agnostic Resource Consolidation in Cloud Environments. Electronics. 2019, 8(10):1183. (IF: 2.397, SCI Q2 , 中科:).

48.    Ma X, Zhao R, Liu X, Kuang H, Al-qaness MA. Classification of Human Motions Using Micro-Doppler Radar in the Environments with Micro-Motion Interference. Sensors. 2019, 19(11):2598. (IF: 3.576, SCI Q1 , 中科:).

49.   Al-Jallad NT, Ning X, Khairalla MA, Al-qaness MA. Rule mining models for predicting dropout/stopout and switcher at college using satisfaction and SES features. International Journal of Management in Education2019, 13(2):97-118.

50.   Al-qaness MA, Elaziz MA, Ewees AA. Oil consumption forecasting using optimized adaptive neuro-fuzzy inference system based on sine cosine algorithm. IEEE Access2018, 6:68394-402. ( IF: 3.367, SCI Q1, 中科:二区).

51.   Zhang Y, Li F, Al-qaness MA, Luan X. A Resource Allocation Scheme for Multi-D2D Communications Underlying Cellular Networks with Multi-Subcarrier Reusing. Applied Sciences2017, 7(2):148. (IF: 2.679, SCI Q2 , 中科:)

52.   Li F, Al-qaness MA, et al. A robust and device-free system for the recognition and classification of elderly activities. Sensors2016, 16(12):2043. (IF: 3.576, SCI Q1, 中科:).

53.   Al-qaness MA, Li F, Ma X, Zhang Y, Liu G. Device-free indoor activity recognition system. Applied Sciences2016, 6(11):329. (IF: 2.679, SCI Q2 , 中科:)

54.    Li F, Zhang Y, Al-qaness MA. Multi-objective resource allocation scheme for D2D multicast with QoS guarantees in cellular networks. Applied Sciences. 2016, 6(10):274. (IF: 2.679, SCI Q2 , 中科:).

55.   Al-qaness MA, Li F. WiGeR: WiFi-based gesture recognition system. ISPRS International Journal of Geo-Information. 2016, 5(6):92. (IF: 2.899, SCI Q3, 中科:).

56.   李方敏马小林梅华锋基于信道状态信息的人体行为识别系统武汉理工大学学报2016;38(4):76-80.

57.   Al-qaness MA, Li F, Ma X, Liu G. Device-free home intruder detection and alarm system using wi-fi channel state information. International Journal of Future Computer and Communication. 2016 Aug 1;5(4):180

Published Conferences papers :



 

1.         Almansoub YA,   Zhong M, Hu Z, Huang G, Al-qaness MA, Abbasi AA. Multi-scale Vehicle   Localization in Underground Parking Lots by Integration of Dead Reckoning,   Wi-Fi and Vision. In 6th IEEE BIGCOM, 2020 Jul 24 (pp. 41-49). IEEE. (EI)

2.         Al-qaness   MA, Abd Elaziz M, Hawbani A, Abbasi AA, Zhao L, Kim S. Real-Time   Traffic Congestion Analysis Based on Collected Tweets. In18th IEEE IUCC, 2019   Oct 21 (pp. 1-8). (EI)

3.         Abbasi AA,   Sultana S, Al-qaness MA, Hawbani A, Javed S, Kim S. Lightweight   Virtual Machine Mapping for Data Centers. In2019 IEEE IUCC  In18th IEEE IUCC Oct 21 . pp.318-322. (EI).

4.         Al-qaness   MA. Indoor Micro-Activity Recognition Method Using Ubiquitous WiFi   Devices. Proceedings of the 5th IEEE UPINLBS2018, Wuhan, China.   2018-3-22-2018-3-23. (EI)

5.         Alhaj YA,   Wickramaarachchi WU, Hussain A, Al-qaness MA. Efficient feature   representation based on the effect of words frequency for arabic documents   classification. In Proceedings of the 2nd ACM    ICTCE, Beijing, China , November, 2018, pp. 397-401. (EI)

6.         Alhaj Y, Al-qaness   MA. Feature Selection on Arabic Document Classification: Comparative   Study. In procedings of ICIM2018, Shimonoseki, Japan, 2018, November, (pp. 345-355.

7.         Al-qaness   MA, et al.. Indoor human activity recognition method using csi of   wireless signals. International conference in the topic of International   Symposium on Computer Science and Artificial Intelligence. China, Shen Zhen,   October, 2017, pp 49-

   8. Al-jallad N, Xin X, Mergani A., Al-qaness MA. Indoor human activity recognition method using csi of wireless signals. International conference in the topic of International Symposium on Computer Science and Artificial Intelligence. China, Shen Zhen, October,  2017, pp 35-38


Book Edited:

 [1] Recent Advances in NLP: The   Case of Arabic Language, will be published in the book series Studies in   Computational Intelligence by Springer. 2020

Book Chapters:

[1] Yousif Al-haj MohammedAl-qaness.   Stemming methods For Arabic Document. Recent Advances in NLP: The Case of   Arabic Language.2020, Springer.

[2]  Abbasi A A, Abbasi A,. Al-qaness MA et al.  Fact-Checking: Application-Awareness in Data Centre Resource Management.  (2020). In Swarm Intelligence for Cloud Computing. CRC Press





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