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Journal Articles
- 2024
[j8]Muhamet Kastrati, Zenun Kastrati, Ali Shariq Imran, Marenglen Biba:
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification. J. Intell. Inf. Syst. 62(4): 1045-1070 (2024)- 2021
- [j7]Marjana Prifti Skenduli
, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
Mining emotion-aware sequential rules at user-level from micro-blogs. J. Intell. Inf. Syst. 57(2): 369-394 (2021) - 2016
- [j6]Lediona Nishani, Marenglen Biba:
Machine learning for intrusion detection in MANET: a state-of-the-art survey. J. Intell. Inf. Syst. 46(2): 391-407 (2016) - 2013
- [j5]Evis Trandafili, Marenglen Biba:
A Review of Machine Learning and Data Mining Approaches for Business Applications in Social Networks. Int. J. E Bus. Res. 9(1): 36-53 (2013) - [j4]Evis Trandafili, Marenglen Biba:
Scalable and High Performing Learning and Mining in Large-Scale Networked Environments: A State-of-the-art Survey. Trans. Comput. Collect. Intell. 10: 162-176 (2013) - 2011
- [j3]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Boosting learning and inference in Markov logic through metaheuristics. Appl. Intell. 34(2): 279-298 (2011) - [j2]Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli:
Stochastic simulation and modelling of metabolic networks in a machine learning framework. Simul. Model. Pract. Theory 19(9): 1957-1966 (2011) - 2009
- [j1]Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Nicola Di Mauro, Floriana Esposito:
A General Similarity Framework for Horn Clause Logic. Fundam. Informaticae 90(1-2): 43-66 (2009)
Conference and Workshop Papers
- 2022
- [c45]Kristi Gorea, Marenglen Biba:
Usage of Non-Fungible Tokens in Property Registration: A Case Study for Albania. 3PGCIC 2022: 48-58 - [c44]Muhamet Kastrati, Marenglen Biba, Ali Shariq Imran, Zenun Kastrati:
Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. ISMIS 2022: 13-23 - 2021
- [c43]Muhamet Kastrati, Marenglen Biba:
A State-of-the-art Survey of Advanced Optimization Methods in Machine Learning. RTA-CSIT 2021: 1-10 - 2018
- [c42]Nelda Kote, Marenglen Biba, Evis Trandafili:
A Thorough Experimental Evaluation of Algorithms for Opinion Mining in Albanian. EIDWT 2018: 525-536 - [c41]Evis Trandafili, Nelda Kote, Marenglen Biba:
Performance Evaluation of Text Categorization Algorithms Using an Albanian Corpus. EIDWT 2018: 537-547 - [c40]Marjana Prifti Skenduli, Corrado Loglisci, Michelangelo Ceci, Marenglen Biba, Donato Malerba:
An Empirical Evaluation of Sequential Pattern Mining Algorithms. EIDWT 2018: 615-626 - [c39]Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian. ISMIS 2018: 258-267 - [c38]Nelda Kote, Marenglen Biba, Evis Trandafili:
An Experimental Evaluation of Algorithms for Opinion Mining in Multi-domain Corpus in Albanian. ISMIS 2018: 439-447 - [c37]Nelda Kote, Marenglen Biba, Elena Canaj:
Bayesian Networks: A State-Of-The-Art Survey. RTA-CSIT 2018: 31-40 - 2017
- [c36]Lediona Nishani, Marenglen Biba:
Randomizing Greedy Ensemble Outlier Detection with GRASP. CISIS 2017: 974-983 - 2013
- [c35]Evis Trandafili, Marenglen Biba, Aleksander Xhuvani:
Profiling Social Network Users With Machine Learning. BCI (Local) 2013: 14 - [c34]Marjana Prifti Skenduli, Marenglen Biba:
A Named Entity Recognition approach for Albanian. ICACCI 2013: 1532-1537 - [c33]Marenglen Biba, Eva Gjati:
Boosting Text Classification through Stemming of Composite Words. ISI 2013: 185-194 - [c32]Marenglen Biba, Mersida Mane:
Sentiment Analysis through Machine Learning: An Experimental Evaluation for Albanian. ISI 2013: 195-203 - [c31]Stefano Ferilli, Floriana Esposito, Domenico Grieco, Marenglen Biba:
Contour-Based Progressive Identification of Known Shapes in Images. IRCDL 2013: 17-28 - 2012
- [c30]Erida Lice, Marenglen Biba:
Customizing Rational Unified Process in a Systems Integration Scenario. CISIS 2012: 76-83 - [c29]Erita Skendaj, Marenglen Biba:
Secure File Sharing in JXTA Using Digital Signatures. CISIS 2012: 420-425 - 2011
- [c28]Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli:
Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks. CISIS 2011: 85-92 - [c27]Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli:
Engineering SLS Algorithms for Statistical Relational Models. CISIS 2011: 502-507 - [c26]Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba:
A Contour-Based Progressive Technique for Shape Recognition. ICDAR 2011: 723-727 - [c25]Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Marenglen Biba:
DDTA - Digitalisation of Districts in the Textile and Clothing Sector. IRCDL 2011: 119-122 - 2010
- [c24]Marenglen Biba, Elton Ballhysa, Narasimha Rao Vajjhala, Vijay Raju Mullagiri:
A Novel Structure Refining Algorithm for Statistical-Logical Models. CISIS 2010: 116-123 - [c23]Marenglen Biba, Fatos Xhafa:
Learning Structure and Schemas from Heterogeneous Domains in Networked Systems: A Survey. INCoS 2010: 222-229 - [c22]Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval. IRCDL 2010: 125-136 - [c21]Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions. IRCDL 2010: 149-160 - 2009
- [c20]Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison. AI*IA 2009: 131-140 - [c19]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
High Performing Algorithms for MAP and Conditional Inference in Markov Logic. AI*IA 2009: 274-283 - [c18]Floriana Esposito, Marenglen Biba, Stefano Ferilli:
Intelligent Text Processing Techniques for Textual-Profile Gene Characterization. CIBB 2009: 33-44 - [c17]Stefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile:
A Distance-Based Technique for Non-Manhattan Layout Analysis. ICDAR 2009: 231-235 - [c16]Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis. IRCDL 2009: 22-33 - [c15]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics. ISMIS 2009: 402-411 - 2008
- [c14]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Structure Learning of Markov Logic Networks through Iterated Local Search. ECAI 2008: 361-365 - [c13]Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
k-Nearest Neighbor Classification on First-Order Logic Descriptions. ICDM Workshops 2008: 202-210 - [c12]Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Incremental machine learning techniques for document layout understanding. ICPR 2008: 1-4 - [c11]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Discriminative Structure Learning of Markov Logic Networks. ILP 2008: 59-76 - [c10]Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Floriana Esposito:
Automatic Document Organization Exploiting FOL Similarity-based Techniques. IRCDL 2008: 57-66 - 2007
- [c9]Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito:
Similarity-Guided Clause Generalization. AI*IA 2007: 278-289 - [c8]Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito:
Generalization-Based Similarity for Conceptual Clustering. MCD 2007: 13-26 - [c7]Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Unsupervised Discretization Using Kernel Density Estimation. IJCAI 2007: 696-701 - [c6]Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks. KES (1) 2007: 132-139 - [c5]Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways. SEBD 2007: 40-51 - [c4]Marenglen Biba, Stefano Ferilli, Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile:
A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework. SEBD 2007: 52-63 - [c3]Marenglen Biba, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework. WILF 2007: 666-673 - 2006
- [c2]Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba:
Automatic Topics Identification for Reviewer Assignment. IEA/AIE 2006: 721-730 - [c1]Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Intelligent Methodologies for Scientific Conference Management. ISMIS 2006: 258-267
Parts in Books or Collections
- 2020
- [p5]Marjana Prifti Skenduli, Marenglen Biba:
Classification and Clustering of Emotive Microblogs in Albanian: Two User-Oriented Tasks. Complex Pattern Mining 2020: 153-171 - 2013
- [p4]Akil Rajdho, Marenglen Biba:
Plugging Text Processing and Mining in a Cloud Computing Framework. Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence 2013: 369-390 - 2011
- [p3]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Protein Fold Recognition Using Markov Logic Networks. Mathematical Approaches to Polymer Sequence Analysis and Related Problems 2011: 69-85 - [p2]Marenglen Biba, Fatos Xhafa:
Learning Structure and Schemas from Heterogeneous Domains in Networked Systems Surveyed. Learning Structure and Schemas from Documents 2011: 1-16 - 2010
- [p1]Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Towards Multistrategic Statistical Relational Learning. Advances in Machine Learning II 2010: 121-142
Editorship
- 2013
- [e2]Ngoc Thanh Nguyen, Joanna Kolodziej, Tadeusz Burczynski, Marenglen Biba:
Transactions on Computational Collective Intelligence X. Lecture Notes in Computer Science 7776, Springer 2013, ISBN 978-3-642-38495-0 [contents] - 2011
- [e1]Marenglen Biba, Fatos Xhafa:
Learning Structure and Schemas from Documents. Studies in Computational Intelligence 375, Springer 2011, ISBN 978-3-642-22912-1 [contents]
Informal and Other Publications
- 2019
- [i1]Nelda Kote, Marenglen Biba, Jenna Kanerva, Samuel Rönnqvist, Filip Ginter:
Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models. CoRR abs/1912.00991 (2019)
Coauthor Index
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last updated on 2024-09-12 03:26 CEST by the dblp team
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