Matloob Khushi

67 papers A* 4A 3B 5Journal 38Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	KG-UQ: Knowledge Graph-Based Uncertainty Quantification for Long Text in Large Language Models. WWW (Companion Volume) Yingqing Yuan, Linwei Tao, Haohui Lu, Matloob Khushi, Imran Razzak, Mark Dras, Jian Yang, Usman Naseem
2025	J	`jnl`	Leveraging BiLSTM-GAT for enhanced stock market prediction: a dual-graph approach to portfolio optimization. Appl. Intell. Xiaobin Lu, Josiah Poon, Matloob Khushi
2024	A	`conf`	A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media. WSDM Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2024	J	`jnl`	Bridging the Gap Between Machine and Human in Stock Prediction: Addressing Heterogeneity in Stock Market. IEEE Access Xiaobin Lu, Josiah Poon, Matloob Khushi
2024	J	`jnl`	Graph neural network-based subgraph analysis for predicting adverse drug events. Comput. Biol. Medicine Fangyu Zhou, Matloob Khushi, Jonathan Brett, Shahadat Uddin
2024	J	`jnl`	Hybrid Text Representation for Explainable Suicide Risk Identification on Social Media. IEEE Trans. Comput. Soc. Syst. Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2024	J	`jnl`	K-PathVQA: Knowledge-Aware Multimodal Representation for Pathology Visual Question Answering. IEEE J. Biomed. Health Informatics Usman Naseem, Matloob Khushi, Adam G. Dunn, Jinman Kim
2024	A*	`conf`	Vaccine Misinformation Detection in X using Cooperative Multimodal Framework. ACM Multimedia Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
2023	A	`conf`	A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter. WSDM Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2023	J	`jnl`	ConanVarvar: a versatile tool for the detection of large syndromic copy number variation from whole-genome sequencing data. BMC Bioinform. Mikhail Gudkov, Loïc Thibaut, Matloob Khushi, Gillian M. Blue, David S. Winlaw, Sally L. Dunwoodie, Eleni Giannoulatou
2023	A*	`conf`	Fed-mSSA: A Federated Approach for Spatio-Temporal Data Modeling Using Multivariate Singular Spectrum Analysis. ICDM Jiayu He, Matloob Khushi, Tung-Anh Nguyen, Nguyen Hoang Tran
2023	—	`conf`	Graph-Based Hierarchical Attention Network for Suicide Risk Detection on Social Media. WWW (Companion Volume) Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2023	J	`jnl`	RHMD: A Real-World Dataset for Health Mention Classification on Reddit. IEEE Trans. Comput. Soc. Syst. Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2023	J	`jnl`	Robust Identification of Figurative Language in Personal Health Mentions on Twitter. IEEE Trans. Artif. Intell. Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2023	J	`jnl`	Vision-Language Transformer for Interpretable Pathology Visual Question Answering. IEEE J. Biomed. Health Informatics Usman Naseem, Matloob Khushi, Jinman Kim
2022	J	`jnl`	A machine learning software tool for multiclass classification. Softw. Impacts Shangzhou Wang, Haohui Lu, Arif Khan, Farshid Hajati, Matloob Khushi, Shahadat Uddin
2022	J	`jnl`	A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus. Appl. Intell. Haohui Lu, Shahadat Uddin, Farshid Hajati, Mohammad Ali Moni, Matloob Khushi
2022	J	`jnl`	Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model. CoRR Usman Naseem, Byoung-Chan Lee, Matloob Khushi, Jinman Kim, Adam G. Dunn
2022	J	`jnl`	Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT. BMC Bioinform. Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
2022	J	`jnl`	Comorbidity and multimorbidity prediction of major chronic diseases using machine learning and network analytics. Expert Syst. Appl. Shahadat Uddin, Shangzhou Wang, Haohui Lu, Arif Khan, Farshid Hajati, Matloob Khushi
2022	A*	`conf`	Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification. WWW Usman Naseem, Adam G. Dunn, Jinman Kim, Matloob Khushi
2022	A*	`conf`	Identification of Disease or Symptom terms in Reddit to Improve Health Mention Classification. WWW Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2022	J	`jnl`	Learning Nonstationary Time-Series With Dynamic Pattern Extractions. IEEE Trans. Artif. Intell. Xipei Wang, Haoyu Zhang, Yuanbo Zhang, Meng Wang, Jiarui Song, Tin Lai, Matloob Khushi
2022	—	`conf`	Predictive risk modelling in mental health issues using machine learning on graphs. ACSW Haohui Lu, Shahadat Uddin, Farshid Hajati, Matloob Khushi, Mohammad Ali Moni
2022	—	`conf`	Stock Predictor with Graph Laplacian-Based Multi-task Learning. ICCS (1) Jiayu He, Nguyen Hoang Tran, Matloob Khushi
2021	J	`jnl`	A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data. IEEE Access Matloob Khushi, Kamran Shaukat, Talha Mahboob Alam, Ibrahim A. Hameed, Shahadat Uddin, Suhuai Luo, Xiaoyan Yang, Maranatha Consuelo Reyes
2021	—	`conf`	A Multi-view Classification Framework for Falls Prediction: Multiple-domain Assessments in Parkinson's Disease. HICSS Xiuyu Huang, Mark Latt, Matloob Khushi, Paulo Pelicioni, Matthew A. Brodie, Stephen R. Lord, Clement Loy, Simon K. Poon
2021	J	`jnl`	Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT. CoRR Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
2021	B	`conf`	BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition. IJCNN Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak, Jinman Kim
2021	J	`jnl`	COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis. IEEE Trans. Comput. Soc. Syst. Usman Naseem, Imran Razzak, Matloob Khushi, Peter W. Eklund, Jinman Kim
2021	B	`conf`	Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. IJCNN Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2021	J	`jnl`	Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. CoRR Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2021	J	`jnl`	Clustering and attention model based for Intelligent Trading. CoRR Mimansa Rana, Nanxiang Mao, Ming Ao, Xiaohui Wu, Poning Liang, Matloob Khushi
2021	J	`jnl`	Corporate Bankruptcy Prediction: An Approach Towards Better Corporate World. Comput. J. Talha Mahboob Alam, Kamran Shaukat, Mubbashar Mushtaq, Yasir Ali, Matloob Khushi, Suhuai Luo, Abdul Wahab
2021	J	`jnl`	Feature Learning for Stock Price Prediction Shows a Significant Role of Analyst Rating. CoRR Jaideep Singh, Matloob Khushi
2021	—	`conf`	Grading Diabetic Retinopathy Severity Using Modern Convolution Neural Networks (CNN). ICDH Andrew Lee, Matloob Khushi, Patrick Hao, Shahadat Uddin, Simon K. Poon
2021	J	`jnl`	Learning Non-Stationary Time-Series with Dynamic Pattern Extractions. CoRR Xipei Wang, Haoyu Zhang, Yuanbo Zhang, Meng Wang, Jiarui Song, Tin Lai, Matloob Khushi
2021	—	`conf`	Lung Cancer Prediction Using Curriculum Learning Based Deep Neural Networks. ICDH Jackson Zhou, Matloob Khushi, Mohammad Ali Moni, Shahadat Uddin, Simon K. Poon
2021	J	`jnl`	Portfolio Optimization with 2D Relative-Attentional Gated Transformer. CoRR Tae Wan Kim, Matloob Khushi
2021	A	`conf`	Robust Dual Recurrent Neural Networks for Financial Time Series Prediction. SDM Jiayu He, Matloob Khushi, Nguyen Hoang Tran, Tongliang Liu
2021	J	`jnl`	SMOTE-ENC: A novel SMOTE-based method to generate synthetic data for nominal and continuous features. CoRR Mimi Mukherjee, Matloob Khushi
2021	J	`jnl`	Text Mining of Stocktwits Data for Predicting Stock Prices. CoRR Mukul Jaggi, Priyanka Mandal, Shreya Narang, Usman Naseem, Matloob Khushi
2020	J	`jnl`	An Investigation of Credit Card Default Prediction in the Imbalanced Datasets. IEEE Access Talha Mahboob Alam, Kamran Shaukat, Ibrahim A. Hameed, Suhuai Luo, Muhammad Umer Sarwar, Shakir Shabbir, Jiaming Li, Matloob Khushi
2020	J	`jnl`	Benchmarking database performance for genomic data. CoRR Matloob Khushi
2020	J	`jnl`	BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition. CoRR Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak, Jinman Kim
2020	—	`conf`	Classification of Neuroblastoma Histopathological Images Using Machine Learning. ICONIP (3) Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole
2020	—	`conf`	Data Mining ENCODE Data Predicts a Significant Role of SINA3 in Human Liver Cancer. ICONIP (3) Matloob Khushi, Usman Naseem, Jonathan Du, Anis Khan, Simon K. Poon
2020	—	`conf`	Diabetic Retinopathy Detection Using Multi-layer Neural Networks and Split Attention with Focal Loss. ICONIP (3) Usman Naseem, Matloob Khushi, Shah Khalid Khan, Nazar Waheed, Adnan Mir, Atika Qazi, Bandar AlShammari, Simon K. Poon
2020	B	`conf`	GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading. IJCNN Zezheng Zhang, Matloob Khushi
2020	J	`jnl`	GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading. CoRR Zezheng Zhang, Matloob Khushi
2020	—	`conf`	Machine Learned Pulse Transit Time (MLPTT) Measurements from Photoplethysmography. ICONIP (3) Philip Mehrgardt, Matloob Khushi, Anusha I. Withana, Simon K. Poon
2020	J	`jnl`	Mining Temporal Evolution of Knowledge Graphs and Genealogical Features for Literature-based Discovery Prediction. J. Informetrics Nazim Choudhury, Fahim Faisal, Matloob Khushi
2020	J	`jnl`	Open source tools for management and archiving of digital microscopy data to allow integration with patient pathology and treatment information. CoRR Matloob Khushi, Georgina Edwards, Diego Alonso de Marcos, Jane E. Carpenter, J. Dinny Graham, Christine L. Clarke
2020	—	`conf`	Protein-Protein Interactions Prediction Based on Bi-directional Gated Recurrent Unit and Multimodal Representation. ICONIP (5) Kanchan Jha, Sriparna Saha, Matloob Khushi
2020	B	`conf`	Statistical and Geometrical Alignment using Metric Learning in Domain Adaptation. IJCNN Rakesh Kumar Sanodiya, Alwyn Mathew, Jimson Mathew, Matloob Khushi
2020	J	`jnl`	U-Net Segmented Adjacent Angle Detection (USAAD) for Automatic Analysis of Corneal Nerve Structures. Data Philip Mehrgardt, Seid Miad Zandavi, Simon K. Poon, Juno Kim, Maria Markoulli, Matloob Khushi
2020	—	`conf`	Wavelet Denoised-ResNet CNN and LightGBM Method to Predict Forex Rate of Change. ICDM (Workshops) Yiqi Zhao, Matloob Khushi
2020	B	`conf`	Wavelet Denoising and Attention-based RNN- ARIMA Model to Predict Forex Price. IJCNN Zhiwen Zeng, Matloob Khushi
2020	J	`jnl`	Wavelet Denoising and Attention-based RNN-ARIMA Model to Predict Forex Price. CoRR Zhiwen Zeng, Matloob Khushi
2019	—	`conf`	IMDB-Attire: A Novel Dataset for Attire Detection and Localization. ICONIP (2) Saad Bin Yousuf, Hasan Sajid, Simon K. Poon, Matloob Khushi
2019	—	`conf`	Machine Learning Based Method for Huntington's Disease Gait Pattern Recognition. ICONIP (4) Xiuyu Huang, Matloob Khushi, Mark Latt, Clement Loy, Simon K. Poon
2019	J	`jnl`	Predicting High-Risk Prostate Cancer Using Machine Learning Methods. Data Henry Barlow, Shunqi Mao, Matloob Khushi
2019	J	`jnl`	Reinforcement Learning in Financial Markets. Data Terry Lingze Meng, Matloob Khushi
2019	—	`conf`	Semi-supervised Regularized Coplanar Discriminant Analysis. ICONIP (5) Rakesh Kumar Sanodiya, Michelle Davies Thalakottur, Jimson Mathew, Matloob Khushi
2019	J	`jnl`	Towards an LSTM-based Predictive Framework for Literature-based Knowledge Discovery. CoRR Nazim Choudhury, Fahim Faisal, Matloob Khushi
2018	—	`conf`	Predicting Functional Interactions Among DNA-Binding Proteins. ICONIP (5) Matloob Khushi, Nazim Choudhury, Jonathan W. Arthur, Christine L. Clarke, J. Dinny Graham
2017	J	`jnl`	Automated classification and characterization of the mitotic spindle following knockdown of a mitosis-related protein. BMC Bioinform. Matloob Khushi, Imraan M. Dean, Erdahl T. Teber, Megan Chircop, Jonathan W. Arthur, Neftali Flores-Rodriguez