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ORCIDMalik Yousef
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2020 – today
- 2020
[j17]Loai AbedAllah, Malik Yousef
:
GrpClassifierEC: a novel classification approach based on the ensemble clustering space. Algorithms Mol. Biol. 15(1): 3 (2020)- [j16]Jamal Al Qundus, Adrian Paschke, Shivam Gupta, Ahmad M. Alzouby, Malik Yousef:
Exploring the impact of short-text complexity and structure on its quality in social media. J. Enterp. Inf. Manag. 33(6): 1443-1466 (2020) - [c10]Luise Odenthal, Jens Allmer, Malik Yousef:
A Machine Learning-based Approach for the Categorization of MicroRNAs to Their Species of Origin. BIOINFORMATICS 2020: 150-157 - [c9]Malik Yousef, Jamal Al Qundus, Silvio Peikert, Adrian Paschke:
TopicsRanksDC: Distance-Based Topic Ranking Applied on Two-Class Data. DEXA Workshops 2020: 11-21
2010 – 2019
- 2019
- [j15]Malik Yousef, Loai AbdAllah, Jens Allmer:
maTE: discovering expressed interactions between microRNAs and their targets. Bioinform. 35(20): 4020-4028 (2019) - [c8]Malik Yousef, Walid Khaleifa, Tugba Onal Suzek:
In Silico Validation of ncRNA-ncRNA Interaction Sites with ncRNAs Represented by k-mers Features. BIOINFORMATICS 2019: 168-173 - [c7]Malik Yousef, Jens Allmer:
Classification of Pre-cursor microRNAs from Different Species Using a New Set of Features. DEXA Workshops 2019: 15-20 - [c6]Loai AbedAllah, Murad Badarna, Waleed Khalifa, Malik Yousef:
K - Means Based One-Class SVM Classifier. DEXA Workshops 2019: 45-53 - 2018
- [c5]Malik Yousef, Dalit Levy, Jens Allmer:
Species Categorization via MicroRNAs - Based on 3'UTR Target Sites using Sequence Features. BIOINFORMATICS 2018: 112-118 - [c4]Loai AbedAllah, Malik Yousef:
Ensemble Clustering Based Dimensional Reduction. DEXA Workshops 2018: 115-125 - 2017
- [j14]Malik Yousef, Waleed Khalifa, Ilhan Erkin Acar, Jens Allmer:
MicroRNA categorization using sequence motifs and k-mers. BMC Bioinform. 18(1): 170:1-170:9 (2017) - [j13]Malik Yousef, Dawit Nigatu, Dalit Levy, Jens Allmer, Werner Henkel:
Categorization of species based on their microRNAs employing sequence motifs, information-theoretic sequence feature extraction, and k-mers. EURASIP J. Adv. Signal Process. 2017: 70 (2017) - [c3]Malik Yousef, Waleed Khalifa, Ilhan Erkin Acar, Jens Allmer:
Distinguishing between MicroRNA Targets from Diverse Species using Sequence Motifs and K-mers. BIOINFORMATICS 2017: 133-139 - 2016
- [j12]Malik Yousef, Muserref Duygu Saçar, Waleed Khalifa, Jens Allmer:
Feature Selection Has a Large Impact on One-Class Classification Accuracy for MicroRNAs in Plants. Adv. Bioinformatics 2016: 5670851:1-5670851:6 (2016) - [j11]Jens Allmer, Malik Yousef:
Editorial: Computational miRNomics. J. Integr. Bioinform. 13(5) (2016) - [j10]Malik Yousef, Waleed Khalifa, Loai AbdAllah:
Ensemble Clustering Classification compete SVM and One-Class classifiers applied on plant microRNAs Data. J. Integr. Bioinform. 13(5) (2016) - [c2]Malik Yousef, Jens Allmer, Waleed Khalifa:
Feature Selection for MicroRNA Target Prediction - Comparison of One-Class Feature Selection Methodologies. BIOINFORMATICS 2016: 216-225
2000 – 2009
- 2009
- [j9]Malik Yousef, Mohamed Ketany, Larry M. Manevitz, Louise C. Showe, Michael K. Showe:
Classification and biomarker identification using gene network modules and support vector machines. BMC Bioinform. 10: 337 (2009) - 2008
- [j8]Malik Yousef, Segun Jung, Louise C. Showe, Michael K. Showe:
Learning from positive examples when the negative class is undetermined- microRNA gene identification. Algorithms Mol. Biol. 3 (2008) - 2007
- [j7]Jiajing Wang, Huai Li, Yitan Zhu, Malik Yousef, Michael Nebozhyn, Michael M. Showe, Louise C. Showe, Jianhua Xuan, Robert Clarke, Yue Joseph Wang:
VISDA: an open-source caBIGTM analytical tool for data clustering and beyond. Bioinform. 23(15): 2024-2027 (2007) - [j6]Malik Yousef, Segun Jung, Andrew V. Kossenkov, Louise C. Showe, Michael K. Showe:
Naïve Bayes for microRNA target predictions - machine learning for microRNA targets. Bioinform. 23(22): 2987-2992 (2007) - [j5]Malik Yousef, Segun Jung, Louise C. Showe, Michael K. Showe:
Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data. BMC Bioinform. 8 (2007) - [j4]Larry M. Manevitz, Malik Yousef:
One-class document classification via Neural Networks. Neurocomputing 70(7-9): 1466-1481 (2007) - 2006
- [j3]Malik Yousef, Michael Nebozhyn, Hagit Shatkay, Stathis Kanterakis, Louise C. Showe, Michael K. Showe:
Combining multi-species genomic data for microRNA identification using a Naïve Bayes classifier. Bioinform. 22(11): 1325-1334 (2006) - 2004
- [j2]Larry M. Manevitz, Malik Yousef:
A web navigation system based on a neural network user-model trained with only positive web documents. Web Intell. Agent Syst. 2(2): 137-144 (2004) - 2001
- [j1]Larry M. Manevitz, Malik Yousef:
One-Class SVMs for Document Classification. J. Mach. Learn. Res. 2: 139-154 (2001) - 2000
- [c1]Larry M. Manevitz, Malik Yousef:
Document classification on neural networks using only positive examples. SIGIR 2000: 304-306
Coauthor Index
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