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Muhammad Ibrahim
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2020 – today
- 2024
- [j56]Muhammad Asad Arshed, Muhammad Ibrahim, Shahzad Mumtaz, Tenvir Ali, Gyu Sang Choi:
Img2Side: A Transfer Learning Based Model for Predicting Drug Side Effects Using 2D Chemical Structural Images. IEEE Access 12: 50184-50201 (2024) - [j55]Qazi Waqas Khan, Anam Nawaz Khan, Rashid Ahmad, Atif Rizwan, Muhammad Ibrahim, Dohyeun Kim:
Enhanced Abnormality Detection via PSO-Driven Adaptive Ensemble Weighting for Energy AIoT Device Security. IEEE Access 12: 138483-138500 (2024) - [j54]Muhammad Ibrahim, Sagheer Abbas, Areej Fatima, Taher M. Ghazal, Muhammad Saleem, Meshal Alharbi, Fahad Mazaed Alotaibi, Muhammad Adnan Khan, Muhammad Waqas, Nouh Sabri Elmitwally:
Fuzzy-Based Fusion Model for β-Thalassemia Carriers Prediction Using Machine Learning Technique. Adv. Fuzzy Syst. 2024: 1-11 (2024) - [j53]Muhammad Ibrahim, Aleix Beneyto, Iván Contreras, Josep Vehí:
An ensemble machine learning approach for the detection of unannounced meals to enhance postprandial glucose control. Comput. Biol. Medicine 171: 108154 (2024) - [j52]Muhammad Asad, Ahmad Hassan, Weiyu Wang, Wadi B. Alonazi, Muhammad Saroosh Khan, Solabomi Olaitan Ogunyemi, Muhammad Ibrahim, Li Bin:
An integrated in silico approach for the identification of novel potential drug target and chimeric vaccine against Neisseria meningitides strain 331401 serogroup X by subtractive genomics and reverse vaccinology. Comput. Biol. Medicine 178: 108738 (2024) - [j51]Atif Rizwan, Anam Nawaz Khan, Muhammad Ibrahim, Rashid Ahmad, Naeem Iqbal, Do-Hyeun Kim:
Optimal environment control and fruits delivery tracking system using blockchain for greenhouse. Comput. Electron. Agric. 220: 108889 (2024) - [j50]Tasiu Muazu, Yingchi Mao, Abdullahi Uwaisu Muhammad, Muhammad Ibrahim, Umar Muhammad Mustapha Kumshe, Omaji Samuel:
A federated learning system with data fusion for healthcare using multi-party computation and additive secret sharing. Comput. Commun. 216: 168-182 (2024) - [j49]Muhammad Asad Arshed, Shahzad Mumtaz, Muhammad Ibrahim, Christine Dewi, Muhammad Tanveer, Saeed Ahmed:
Multiclass AI-Generated Deepfake Face Detection Using Patch-Wise Deep Learning Model. Comput. 13(1): 31 (2024) - [j48]Ateeq Ur Rehman, Nargis Tariq, Mian Ahmad Jan, Fazlullah Khan, Houbing Song, Muhammad Ibrahim:
A Blockchain-Based Hybrid Model for IoMT-Enabled Intelligent Healthcare System. IEEE Trans. Netw. Sci. Eng. 11(4): 3512-3521 (2024) - [j47]Tasiu Muazu, Yingchi Mao, Abdullahi Uwaisu Muhammad, Muhammad Ibrahim, Omaji Samuel, Prayag Tiwari:
IoMT: A Medical Resource Management System Using Edge Empowered Blockchain Federated Learning. IEEE Trans. Netw. Serv. Manag. 21(1): 517-534 (2024) - [c18]Doguhan Yeke, Muhammad Ibrahim, Güliz Seray Tuncay, Habiba Farrukh, Abdullah Imran, Antonio Bianchi, Z. Berkay Celik:
Wear's my Data? Understanding the Cross-Device Runtime Permission Model in Wearables. SP 2024: 2404-2421 - [c17]Muhammad Ibrahim, Wajih Hassan Raza, Muhammad Moiz, Syed Ali Hassan, Haejoon Jung, Mikael Gidlund:
On the Performance of Multi-IRS-Assisted Networks Across Real Urban, Suburban, and Rural Environments. WCNC 2024: 1-6 - [i13]Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, César Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri-Alaoui, John Malcolm, Samuel Mugel, Roman Orus:
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks. CoRR abs/2401.14109 (2024) - [i12]Yong He, Hongshan Yu, Muhammad Ibrahim, Xiaoyan Liu, Tom Tongjia Chen, Anwaar Ulhaq, Ajmal Mian:
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling. CoRR abs/2403.14124 (2024) - 2023
- [j46]Muhammad Ibrahim, Imran Sarwar Bajwa, Nadeem Sarwar, Fahima Hajjej, Hesham A. Sakr:
An Intelligent Hybrid Neural Collaborative Filtering Approach for True Recommendations. IEEE Access 11: 64831-64849 (2023) - [j45]Nadeem Sarwar, Imran Sarwar Bajwa, Muhammad Zunnurain Hussain, Muhammad Ibrahim, Khizra Saleem:
IoT Network Anomaly Detection in Smart Homes Using Machine Learning. IEEE Access 11: 119462-119480 (2023) - [j44]Oscar Valdes, Akbar Ali, Verónica Carrasco-Sánchez, Gustavo Cabrera-Barjas, Esteban Duran-Lara, Muhammad Ibrahim, Sajjad Ahmad, Rachel Moreno, Odette Concepción, Alexander F. de la Torre, Muhammad Abrar, Luis Morales-Quintana, Diana Abril:
Ugi efficient synthesis of novel N-alkylated lipopeptides, antimicrobial properties and computational studies in Staphylococcus aureus via MurD antibacterial target. Comput. Biol. Chem. 106: 107932 (2023) - [j43]Tashreef Muhammad, Anika Bintee Aftab, Muhammad Ibrahim, Md. Mainul Ahsan, Maishameem Meherin Muhu, Shahidul Islam Khan, Mohammad Shafiul Alam:
Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market. Int. J. Comput. Intell. Appl. 22(3): 2350013:1-2350013:24 (2023) - [j42]Muhammad Asad Arshed, Shahzad Mumtaz, Muhammad Ibrahim, Saeed Ahmed, Muhammad Tahir, Muhammad Shafi:
Multi-Class Skin Cancer Classification Using Vision Transformer Networks and Convolutional Neural Network-Based Pre-Trained Models. Inf. 14(7): 415 (2023) - [j41]Muhammad Asad Arshed, Muhammad Ibrahim, Shahzad Mumtaz, Muhammad Tanveer, Saeed Ahmed:
Chem2Side: A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images. Inf. 14(12): 663 (2023) - [j40]Ashfaq Ahmad, Ijaz Ahmad, Rashid Ali, Muhammad Ibrahim:
On analysis of fractional order HIV infection model with the adaptive immune response under Caputo operator. J. Appl. Math. Comput. 69(2): 1845-1863 (2023) - [j39]Mushtaq Hussain, Mehmet Akif Cifci, Tayyaba Sehar, Said Nabi, Omar Cheikhrouhou, Hasaan Maqsood, Muhammad Ibrahim, Fida Mohammad:
Machine learning based efficient prediction of positive cases of waterborne diseases. BMC Medical Informatics Decis. Mak. 23(1): 11 (2023) - [j38]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian:
SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation. IEEE Trans. Intell. Transp. Syst. 24(5): 5456-5466 (2023) - [c16]Muhammad Ibrahim, Andrea Continella, Antonio Bianchi:
AoT - Attack on Things: A security analysis of IoT firmware updates. EuroS&P 2023: 1047-1064 - [c15]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian:
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. ICRA 2023: 11763-11770 - [c14]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian:
UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. IROS 2023: 5187-5194 - [d4]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwer, Ajmal Mian:
SWAN. IEEE DataPort, 2023 - [d3]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian:
Perth-WA Localization Dataset in 3D Point Cloud Maps. IEEE DataPort, 2023 - [i11]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian:
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. CoRR abs/2301.08957 (2023) - [i10]Md. Mehedi Hasana, Muhammad Ibrahim, Md. Sawkat Ali:
Speeding Up EfficientNet: Selecting Update Blocks of Convolutional Neural Networks using Genetic Algorithm in Transfer Learning. CoRR abs/2303.00261 (2023) - [i9]Hasin Rehana, Muhammad Ibrahim, Md. Haider Ali:
Plant Disease Detection using Region-Based Convolutional Neural Network. CoRR abs/2303.09063 (2023) - [i8]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian:
UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. CoRR abs/2307.00741 (2023) - [i7]Nafis Sajid, Md Rashidul Hasan, Muhammad Ibrahim:
Feature Engineering in Learning-to-Rank for Community Question Answering Task. CoRR abs/2309.07610 (2023) - [i6]Mohd. Sayemul Haque, Md. Fahim, Muhammad Ibrahim:
An Exploratory Study on Simulated Annealing for Feature Selection in Learning-to-Rank. CoRR abs/2310.13269 (2023) - [i5]Mahfuzur Rahman Chowdhury, Muhammad Ibrahim:
A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data. CoRR abs/2311.10025 (2023) - 2022
- [j37]Muhammad Ibrahim:
Understanding Bias and Variance of Learning-to-Rank Algorithms: An Empirical Framework. Appl. Artif. Intell. 36(1) (2022) - [j36]Faisal Jamil, Muhammad Ibrahim, Israr Ullah, Suyeon Kim, Hyun Kook Kahng, Dohyeun Kim:
Optimal smart contract for autonomous greenhouse environment based on IoT blockchain network in agriculture. Comput. Electron. Agric. 192: 106573 (2022) - [j35]Muhammad Ibrahim, YunJung Lee, Hyun-Kook Kahng, Suyeon Kim, Do Hyeun Kim:
Blockchain-based parking sharing service for smart city development. Comput. Electr. Eng. 103: 108267 (2022) - [j34]Muhammad Imran, Muhammad Ibrahim, Muhammad Salah Ud Din, Muhammad Atif Ur Rehman, Byung-Seo Kim:
Live virtual machine migration: A survey, research challenges, and future directions. Comput. Electr. Eng. 103: 108297 (2022) - [j33]Muhammad Ibrahim, Sadia Husain, Nida Zahra, Ali Ahmad:
Vertex-Edge Degree Based Indices of Honey Comb Derived Network. Comput. Syst. Sci. Eng. 40(1): 247-258 (2022) - [j32]Salman Zeb, Shafiq Ahmad, Muhammad Ibrahim, Tareq Saeed:
MHD Double-Diffusive Carreau Fluid Flow through a Porous Medium with Variable Thermal Conductivity and Suction/Injection. Entropy 24(3): 377 (2022) - [j31]Dewan Tariq Hasan, Md. Mosaddek Khan, Muhammad Ibrahim, Ibrahem Abdullah Almansour:
On evaluation of patrolling and signalling schemes to prevent poaching in green security games. Intell. Syst. Appl. 14: 200083 (2022) - [j30]Said Nabi, Masroor Ahmad, Muhammad Ibrahim, Habib Hamam:
AdPSO: Adaptive PSO-Based Task Scheduling Approach for Cloud Computing. Sensors 22(3): 920 (2022) - [j29]Muhammad Shadab Alam Hashmi, Muhammad Ibrahim, Imran Sarwar Bajwa, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Ernesto Lee, Imran Ashraf:
Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach. Sensors 22(5): 1983 (2022) - [j28]Shamsa Kanwal, Saba Inam, Mohamed Tahar Ben Othman, Ayesha Waqar, Muhammad Ibrahim, Fariha Nawaz, Zainab Nawaz, Habib Hamam:
An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices. Sensors 22(12): 4359 (2022) - [j27]Kanwalpreet Kour, Deepali Gupta, Kamali Gupta, Divya Anand, Dalia H. Elkamchouchi, Cristina Mazas Pérez-Oleaga, Muhammad Ibrahim, Nitin Goyal:
Monitoring Ambient Parameters in the IoT Precision Agriculture Scenario: An Approach to Sensor Selection and Hydroponic Saffron Cultivation. Sensors 22(22): 8905 (2022) - [c13]Izza Ramzan, Fizza Ramzan, Muhammad Ibrahim, Naseem Abidi, Amer Hani Al-Kassem, Riktesh Srivastava:
Showrooming and Webrooming: Investigating the Consumer's Path to Purchase Intention. ICCR 2022: 1-11 - [c12]Fizza Ramzan, Izza Ramzan, Muhammad Ibrahim, Kiran Tangri, Amer Hani Al-Kassem, Mohammad Inairat, Sunita Marwaha, Mounir El Khatib:
Innovativeness and Involvement: An Unexpected Purchase Due to a Referral Behavior. ICCR 2022: 1-12 - [c11]Abdullah Imran, Habiba Farrukh, Muhammad Ibrahim, Z. Berkay Celik, Antonio Bianchi:
SARA: Secure Android Remote Authorization. USENIX Security Symposium 2022: 1561-1578 - [d2]Muhammad Ibrahim:
Dataset for Task scheduling in Cloud using CLoudsim. IEEE DataPort, 2022 - [d1]Muhammad Ibrahim, Naveed Akhtar, Michael J. Wise, Ajmal Mian:
PC-Urban Outdoor dataset for 3D Point Cloud semantic segmentation. IEEE DataPort, 2022 - [i4]Tashreef Muhammad, Anika Bintee Aftab, Md. Mainul Ahsan, Maishameem Meherin Muhu, Muhammad Ibrahim, Shahidul Islam Khan, Mohammad Shafiul Alam:
Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market. CoRR abs/2208.08300 (2022) - [i3]Sarder Iftekhar Ahmed, Muhammad Ibrahim, Md. Nadim, Md. Mizanur Rahman, Maria Mehjabin Shejunti, Taskeed Jabid, Md. Sawkat Ali:
MangoLeafBD: A Comprehensive Image Dataset to Classify Diseased and Healthy Mango Leaves. CoRR abs/2209.02377 (2022) - [i2]Faisal Tareque Shohan, Abu Ubaida Akash, Muhammad Ibrahim, Mohammad Shafiul Alam:
Crime Prediction using Machine Learning with a Novel Crime Dataset. CoRR abs/2211.01551 (2022) - 2021
- [j26]Muhammad Ibrahim, Naveed Akhtar, Michael J. Wise, Ajmal Mian:
Annotation Tool and Urban Dataset for 3D Point Cloud Semantic Segmentation. IEEE Access 9: 35984-35996 (2021) - [j25]Said Nabi, Muhammad Ibrahim, José Miguel Jiménez:
DRALBA: Dynamic and Resource Aware Load Balanced Scheduling Approach for Cloud Computing. IEEE Access 9: 61283-61297 (2021) - [j24]Omar Cheikhrouhou, Md. Redowan Mahmud, Ramzi Zouari, Muhammad Ibrahim, Atef Zaguia, Tuan Nguyen Gia:
One-Dimensional CNN Approach for ECG Arrhythmia Analysis in Fog-Cloud Environments. IEEE Access 9: 103513-103523 (2021) - [j23]Muhammad Ibrahim, Omer Mujahid, Najib Ur Rehman, Azhar Qazi, Zahid Ullah, Tama Fouzder:
An FPGA-Based Accelerated Mutation Detection System for the Tumor Suppressor Gene. IEEE Access 9: 164542-164550 (2021) - [j22]Muhammad Javed Azhar Khan, Muhammad Ibrahim, Ali Ahmad:
On Edge Irregular Reflexive Labeling of Categorical Product of Two Paths. Comput. Syst. Sci. Eng. 36(3): 485-492 (2021) - [j21]Arif Khan, Muhammad Ibrahim, Abid Hussain:
An exploratory prioritization of factors affecting current state of information security in Pakistani university libraries. Int. J. Inf. Manag. Data Insights 1(2): 100015 (2021) - [j20]Muhammad Ibrahim, Naveed Akhtar, Khalil Ullah, Ajmal Mian:
Exploiting Structured CNNs for Semantic Segmentation of Unstructured Point Clouds from LiDAR Sensor. Remote. Sens. 13(18): 3621 (2021) - [j19]Anita Gehlot, Rajesh Singh, Piyush Kuchhal, Adesh Kumar, Aman Singh, Khalid Alsubhi, Muhammad Ibrahim, Santos Gracia Villar, Jose Breñosa:
WPAN and IoT Enabled Automation to Authenticate Ignition of Vehicle in Perspective of Smart Cities. Sensors 21(21): 7031 (2021) - [j18]Muhammad Ibrahim, Naveed Khan Baloch, Sheraz Anjum, Yousaf Bin Zikria, Sung Won Kim:
An energy efficient and low overhead fault mitigation technique for internet of thing edge devices reliable on-chip communication. Softw. Pract. Exp. 51(12): 2393-2410 (2021) - [j17]Muhammad Ibrahim, Muhammad Imran, Faisal Jamil, Yun-Jung Lee, Do-Hyeun Kim:
EAMA: Efficient Adaptive Migration Algorithm for Cloud Data Centers (CDCs). Symmetry 13(4): 690 (2021) - [c10]Muhammad Ibrahim, Naveed Akhtar, Mohammad A. A. K. Jalwana, Michael J. Wise, Ajmal Mian:
High Definition LiDAR mapping of Perth CBD. DICTA 2021: 1-8 - [c9]Muhammad Ibrahim, Imran Hameed:
A Novel Method to Analyze Input-Output Controllability. CCE 2021: 1-6 - [c8]Muhammad Ibrahim, Abdullah Imran, Antonio Bianchi:
SafetyNOT: on the usage of the SafetyNet attestation API in Android. MobiSys 2021: 150-162 - 2020
- [j16]Muhammad Ibrahim, Said Nabi, Abdullah Baz, Hosam Alhakami, Muhammad Summair Raza, Altaf Hussain, Khaled Salah, Karim Djemame:
An In-Depth Empirical Investigation of State-of-the-Art Scheduling Approaches for Cloud Computing. IEEE Access 8: 128282-128294 (2020) - [j15]Asmat Iqbal, Muhammad Summair Raza, Muhammad Ibrahim, Abdullah Baz, Hosam Alhakami, Muhammad Anwaar Saeed:
An Improved Approach for Finding Rough Set Based Dynamic Reducts. IEEE Access 8: 173008-173023 (2020) - [j14]Nida Zahra, Muhammad Ibrahim, Muhammad Kamran Siddiqui:
On Topological Indices for Swapped Networks Modeled by Optical Transpose Interconnection System. IEEE Access 8: 200091-200099 (2020) - [j13]Muhammad Kamran Siddiqui, Muhammad Imran, Muhammad Ibrahim:
Total irregularity strength for product of two paths. AKCE Int. J. Graphs Comb. 17(1): 184-197 (2020) - [j12]Annam Hussain, Maham Shahbaz, Maria Tariq, Muhammad Ibrahim, Xianxian Hong, Faryal Naeem, Zunera Khalid, Hafiz Muhammad Zeeshan Raza, Zhu Bo, Li Bin:
Genome re-seqeunce and analysis of Burkholderia glumae strain AU6208 and evidence of toxoflavin: A potential bacterial toxin. Comput. Biol. Chem. 86: 107245 (2020) - [j11]Muhammad Ibrahim, Muhammad Azhar Iqbal, Muhammad Aleem, Muhammad Arshad Islam, Nguyen-Son Vo:
MAHA: Migration-based Adaptive Heuristic Algorithm for Large-scale Network Simulations. Clust. Comput. 23(2): 1251-1266 (2020) - [j10]Muhammad Ibrahim, Muhammad Ijaz Khan:
Mathematical modeling and analysis of SWCNT-Water and MWCNT-Water flow over a stretchable sheet. Comput. Methods Programs Biomed. 187: 105222 (2020) - [j9]Ghulam Abbas, Amjad Mehmood, Jaime Lloret, Muhammad Summair Raza, Muhammad Ibrahim:
FIPA-based reference architecture for efficient discovery and selection of appropriate cloud service using cloud ontology. Int. J. Commun. Syst. 33(14) (2020) - [j8]Muhammad Ibrahim, Said Nabi, Abdullah Baz, Nasir Naveed, Hosam Alhakami:
Towards a Task and Resource Aware Task Scheduling in Cloud Computing: An Experimental Comparative Evaluation. Int. J. Networked Distributed Comput. 8(3): 131-138 (2020) - [j7]Muhammad Ibrahim:
An empirical comparison of random forest-based and other learning-to-rank algorithms. Pattern Anal. Appl. 23(3): 1133-1155 (2020) - [c7]Muhammad Ibrahim, Said Nabi, Rasheed Hussain, Muhammad Summair Raza, Muhammad Imran, S. M. Ahsan Kazmi, Alma Oracevic, Fatima Hussain:
A Comparative Analysis of Task Scheduling Approaches in Cloud Computing. CCGRID 2020: 681-684
2010 – 2019
- 2019
- [j6]Muhammad Ibrahim:
Reducing correlation of random forest-based learning-to-rank algorithms using subsample size. Comput. Intell. 35(4): 774-798 (2019) - [j5]Muhammad Ibrahim, Imran Sarwar Bajwa, Riaz ul Amin, Bakhtiar Kasi:
A Neural Network-Inspired Approach for Improved and True Movie Recommendations. Comput. Intell. Neurosci. 2019: 4589060:1-4589060:19 (2019) - [j4]Muhammad Azhar Iqbal, Muhammad Aleem, Muhammad Ibrahim, Saleem Anwar, Muhammad Arshad Islam:
Amazon cloud computing platform EC2 and VANET simulations. Int. J. Ad Hoc Ubiquitous Comput. 30(3): 127-136 (2019) - [c6]Abu Kalam, Md. Enamul Haque, Mohammad Jashem, Mahamudul Hasan, Muhammad Ibrahim, Taskeed Jabid:
Facial Expression Recognition Using Local Composition Pattern. ICCCM 2019: 63-67 - 2018
- [j3]Muhammad Ibrahim, Muhammad Azhar Iqbal, Muhammad Aleem, Muhammad Arshad Islam:
SIM-Cumulus: An Academic Cloud for the Provisioning of Network-Simulation-as-a-Service (NSaaS). IEEE Access 6: 27313-27323 (2018) - [c5]Jiaqi Jiang, Yuhua Qi, Muhammad Ibrahim, Jianan Wang, Chunyan Wang, Jiayuan Shan:
Quadrotors' Low-cost Vision-based Autonomous Landing Architecture on a Moving Platform. ICARCV 2018: 448-453 - 2017
- [j2]Muhammad Ibrahim:
Scalability and Performance of Random Forest based Learning-to-Rank for Information Retrieval. SIGIR Forum 51(1): 73-74 (2017) - 2016
- [b1]Muhammad Ibrahim:
Scalability and Performance of Random Forest based Learning-to-Rank for Information Retrieval. Monash University, Australia, 2016 - [j1]Muhammad Ibrahim, Mark James Carman:
Comparing Pointwise and Listwise Objective Functions for Random-Forest-Based Learning-to-Rank. ACM Trans. Inf. Syst. 34(4): 20:1-20:38 (2016) - 2014
- [c4]Muhammad Ibrahim, Mark James Carman:
Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank. AIRS 2014: 444-457 - [c3]Muhammad Ibrahim, Mark J. Carman:
Improving Scalability and Performance of Random Forest Based Learning-to-Rank Algorithms by Aggressive Subsampling. AusDM 2014: 91-99 - 2010
- [i1]Mirza Rehenuma Tabassum, Alim Ul Gias, Md. Mostafa Kamal, Hossain Muhammad Muctadir, Muhammad Ibrahim, Asif Khan Shakir, Asif Imran, Saiful Islam, Md. Golam Rabbani, Shah Mostafa Khaled, Md. Saiful Islam, Zerina Begum:
Comparative Study of Statistical Skin Detection Algorithms for Sub-Continental Human Images. CoRR abs/1008.4206 (2010)
2000 – 2009
- 2008
- [c2]Muhammad Ibrahim, Ahsan Raja Chowdhury, Hafiz Md. Hasan Babu:
Minimization of CTS of k-CNOT Circuits for SSF and MSF Model. DFT 2008: 290-298 - 2004
- [c1]Rabi W. Habash, Mohd Dani Baba, Mat Ikram Yusof, Muhammad Ibrahim, Borhanuddin Mohd Ali:
Performance Analysis Study of Multicast Traffic in Star-Based Local WDM Lightwave Networks. ICETE (3) 2004: 243-249