Marenglen Biba

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

2019

Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models.

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[DOI]

CoRR, 2019

2018

Bayesian Networks: A State-Of-The-Art Survey.

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[DOI]

Elena Canaj

Proceedings of the 3rd International Conference on Recent Trends and Applications in Computer Science and Information Technology, 2018

User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian.

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[DOI]

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

An Experimental Evaluation of Algorithms for Opinion Mining in Multi-domain Corpus in Albanian.

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Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Performance Evaluation of Text Categorization Algorithms Using an Albanian Corpus.

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[DOI]

Proceedings of the Advances in Internet, 2018

An Empirical Evaluation of Sequential Pattern Mining Algorithms.

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[DOI]

Proceedings of the Advances in Internet, 2018

A Thorough Experimental Evaluation of Algorithms for Opinion Mining in Albanian.

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[DOI]

Proceedings of the Advances in Internet, 2018

2017

Randomizing Greedy Ensemble Outlier Detection with GRASP.

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Lediona Nishani

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

2016

Machine learning for intrusion detection in MANET: a state-of-the-art survey.

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[DOI]

Lediona Nishani

J. Intell. Inf. Syst., 2016

2013

Plugging Text Processing and Mining in a Cloud Computing Framework.

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[DOI]

Akil Rajdho

Proceedings of the Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence, 2013

Scalable and High Performing Learning and Mining in Large-Scale Networked Environments: A State-of-the-art Survey.

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[DOI]

Trans. Comput. Collect. Intell., 2013

A Review of Machine Learning and Data Mining Approaches for Business Applications in Social Networks.

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Int. J. E Bus. Res., 2013

Contour-Based Progressive Identification of Known Shapes in Images.

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[DOI]

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

Sentiment Analysis through Machine Learning: An Experimental Evaluation for Albanian.

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[DOI]

Mersida Mane

Proceedings of the Recent Advances in Intelligent Informatics, 2013

Boosting Text Classification through Stemming of Composite Words.

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[DOI]

Eva Gjati

Proceedings of the Recent Advances in Intelligent Informatics, 2013

A Named Entity Recognition approach for Albanian.

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[DOI]

Proceedings of the International Conference on Advances in Computing, 2013

Profiling Social Network Users With Machine Learning.

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Aleksander Xhuvani

Proceedings of the Local Proceedings of the Sixth Balkan Conference in Informatics, 2013

2012

Secure File Sharing in JXTA Using Digital Signatures.

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[DOI]

Erita Skendaj

Proceedings of the Sixth International Conference on Complex, 2012

Customizing Rational Unified Process in a Systems Integration Scenario.

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[DOI]

Erida Lice

Proceedings of the Sixth International Conference on Complex, 2012

2011

Learning Structure and Schemas from Heterogeneous Domains in Networked Systems Surveyed.

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[DOI]

Fatos Xhafa

Proceedings of the Learning Structure and Schemas from Documents, 2011

Stochastic simulation and modelling of metabolic networks in a machine learning framework.

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[DOI]

Simul. Model. Pract. Theory, 2011

Boosting learning and inference in Markov logic through metaheuristics.

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[DOI]

Appl. Intell., 2011

DDTA - Digitalisation of Districts in the Textile and Clothing Sector.

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Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

A Contour-Based Progressive Technique for Shape Recognition.

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Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Engineering SLS Algorithms for Statistical Relational Models.

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Proceedings of the International Conference on Complex, 2011

Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks.

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Proceedings of the International Conference on Complex, 2011

Protein Fold Recognition Using Markov Logic Networks.

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Proceedings of the Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011

2010

Towards Multistrategic Statistical Relational Learning.

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Proceedings of the Advances in Machine Learning II, 2010

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions.

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Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval.

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[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Learning Structure and Schemas from Heterogeneous Domains in Networked Systems: A Survey.

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[DOI]

Fatos Xhafa

Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010

A Novel Structure Refining Algorithm for Statistical-Logical Models.

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[DOI]

Elton Ballhysa

Narasimha Rao Vajjhala

Vijay Raju Mullagiri

Proceedings of the CISIS 2010, 2010

2009

A General Similarity Framework for Horn Clause Logic.

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Fundam. Informaticae, 2009

Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics.

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Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis.

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Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

A Distance-Based Technique for Non-Manhattan Layout Analysis.

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Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Intelligent Text Processing Techniques for Textual-Profile Gene Characterization.

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[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison.

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Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

High Performing Algorithms for MAP and Conditional Inference in Markov Logic.

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[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Automatic Document Organization Exploiting FOL Similarity-based Techniques.

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Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Discriminative Structure Learning of Markov Logic Networks.

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Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

Incremental machine learning techniques for document layout understanding.

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[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

k-Nearest Neighbor Classification on First-Order Logic Descriptions.

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Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Structure Learning of Markov Logic Networks through Iterated Local Search.

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Proceedings of the ECAI 2008, 2008

2007

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework.

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Proceedings of the Applications of Fuzzy Sets Theory, 2007

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework.

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Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways.

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Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks.

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Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Unsupervised Discretization Using Kernel Density Estimation.

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Proceedings of the IJCAI 2007, 2007

Generalization-Based Similarity for Conceptual Clustering.

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Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Similarity-Guided Clause Generalization.

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Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

Intelligent Methodologies for Scientific Conference Management.

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Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Automatic Topics Identification for Reviewer Assignment.

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