Automatic Topics Identification for Reviewer Assignment. - Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito; Marenglen Biba (IEA/AIE, 2006)

Intelligent Methodologies for Scientific Conference Management. - Marenglen Biba; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (ISMIS, 2006)

Similarity-Guided Clause Generalization. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Marenglen Biba; Floriana Esposito (AI*IA, 2007)

Generalization-Based Similarity for Conceptual Clustering. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Marenglen Biba; Floriana Esposito (MCD, 2007)

Unsupervised Discretization Using Kernel Density Estimation. - Marenglen Biba; Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (IJCAI, 2007)

A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks. - Marenglen Biba; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (KES (1), 2007)

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways. - Marenglen Biba; Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (SEBD, 2007)

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework. - Marenglen Biba; Stefano Ferilli; Floriana Esposito; Nicola Di Mauro; Teresa Maria Altomare Basile (SEBD, 2007)

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework. - Marenglen Biba; Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (WILF, 2007)

Structure Learning of Markov Logic Networks through Iterated Local Search. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (ECAI, 2008)

k-Nearest Neighbor Classification on First-Order Logic Descriptions. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (ICDM Workshops, 2008)

Incremental machine learning techniques for document layout understanding. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Floriana Esposito (ICPR, 2008)

Discriminative Structure Learning of Markov Logic Networks. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (ILP, 2008)

Automatic Document Organization Exploiting FOL Similarity-based Techniques. - Stefano Ferilli; Teresa Maria Altomare Basile; Marenglen Biba; Floriana Esposito (IRCDL, 2008)

High Performing Algorithms for MAP and Conditional Inference in Markov Logic. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (AI*IA, 2009)

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison. - Stefano Ferilli; Marenglen Biba; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (AI*IA, 2009)

Intelligent Text Processing Techniques for Textual-Profile Gene Characterization. - Floriana Esposito; Marenglen Biba; Stefano Ferilli (CIBB, 2009)

A Distance-Based Technique for Non-Manhattan Layout Analysis. - Stefano Ferilli; Marenglen Biba; Floriana Esposito; Teresa Maria Altomare Basile (ICDAR, 2009)

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Floriana Esposito (IRCDL, 2009)

Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (ISMIS, 2009)

A General Similarity Framework for Horn Clause Logic. - Stefano Ferilli; Teresa Maria Altomare Basile; Marenglen Biba; Nicola Di Mauro; Floriana Esposito (Fundam. Informaticae, 2009)

A Novel Structure Refining Algorithm for Statistical-Logical Models. - Marenglen Biba; Elton Ballhysa; Narasimha Rao Vajjhala; Vijay Raju Mullagiri (CISIS, 2010)

Learning Structure and Schemas from Heterogeneous Domains in Networked Systems: A Survey. - Marenglen Biba; Fatos Xhafa (INCoS, 2010)

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Floriana Esposito (IRCDL, 2010)

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions. - Stefano Ferilli; Marenglen Biba; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (IRCDL, 2010)

Towards Multistrategic Statistical Relational Learning. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (Advances in Machine Learning II, 2010)

Protein Fold Recognition Using Markov Logic Networks. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011)

Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks. - Marenglen Biba; Fatos Xhafa; Floriana Esposito; Stefano Ferilli (CISIS, 2011)

Engineering SLS Algorithms for Statistical Relational Models. - Marenglen Biba; Fatos Xhafa; Floriana Esposito; Stefano Ferilli (CISIS, 2011)

A Contour-Based Progressive Technique for Shape Recognition. - Stefano Ferilli; Teresa Maria Altomare Basile; Floriana Esposito; Marenglen Biba (ICDAR, 2011)

DDTA - Digitalisation of Districts in the Textile and Clothing Sector. - Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Marenglen Biba (IRCDL, 2011)

Boosting learning and inference in Markov logic through metaheuristics. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (Appl. Intell., 2011)

Stochastic simulation and modelling of metabolic networks in a machine learning framework. - Marenglen Biba; Fatos Xhafa; Floriana Esposito; Stefano Ferilli (Simul. Model. Pract. Theory, 2011)

Learning Structure and Schemas from Heterogeneous Domains in Networked Systems Surveyed. - Marenglen Biba; Fatos Xhafa (Learning Structure and Schemas from Documents, 2011)

Customizing Rational Unified Process in a Systems Integration Scenario. - Erida Lice; Marenglen Biba (CISIS, 2012)

Secure File Sharing in JXTA Using Digital Signatures. - Erita Skendaj; Marenglen Biba (CISIS, 2012)

Profiling Social Network Users With Machine Learning. - Evis Trandafili; Marenglen Biba; Aleksander Xhuvani (BCI (Local), 2013)

A Named Entity Recognition approach for Albanian. - Marjana Prifti Skenduli; Marenglen Biba (ICACCI, 2013)

Boosting Text Classification through Stemming of Composite Words. - Marenglen Biba; Eva Gjati (ISI, 2013)

Sentiment Analysis through Machine Learning: An Experimental Evaluation for Albanian. - Marenglen Biba; Mersida Mane (ISI, 2013)

Contour-Based Progressive Identification of Known Shapes in Images. - Stefano Ferilli; Floriana Esposito; Domenico Grieco; Marenglen Biba (IRCDL, 2013)

A Review of Machine Learning and Data Mining Approaches for Business Applications in Social Networks. - Evis Trandafili; Marenglen Biba (Int. J. E Bus. Res., 2013)

Scalable and High Performing Learning and Mining in Large-Scale Networked Environments: A State-of-the-art Survey. - Evis Trandafili; Marenglen Biba (Trans. Comput. Collect. Intell., 2013)

Plugging Text Processing and Mining in a Cloud Computing Framework. - Akil Rajdho; Marenglen Biba (Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence, 2013)

Machine learning for intrusion detection in MANET: a state-of-the-art survey. - Lediona Nishani; Marenglen Biba (J. Intell. Inf. Syst., 2016)

Randomizing Greedy Ensemble Outlier Detection with GRASP. - Lediona Nishani; Marenglen Biba (CISIS, 2017)

A Thorough Experimental Evaluation of Algorithms for Opinion Mining in Albanian. - Nelda Kote; Marenglen Biba; Evis Trandafili (EIDWT, 2018)

An Empirical Evaluation of Sequential Pattern Mining Algorithms. - Marjana Prifti Skenduli; Corrado Loglisci; Michelangelo Ceci; Marenglen Biba; Donato Malerba (EIDWT, 2018)

Performance Evaluation of Text Categorization Algorithms Using an Albanian Corpus. - Evis Trandafili; Nelda Kote; Marenglen Biba (EIDWT, 2018)

An Experimental Evaluation of Algorithms for Opinion Mining in Multi-domain Corpus in Albanian. - Nelda Kote; Marenglen Biba; Evis Trandafili (ISMIS, 2018)

User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian. - Marjana Prifti Skenduli; Marenglen Biba; Corrado Loglisci; Michelangelo Ceci; Donato Malerba (ISMIS, 2018)

Bayesian Networks: A State-Of-The-Art Survey. - Nelda Kote; Marenglen Biba; Elena Canaj (RTA-CSIT, 2018)

Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models. - Nelda Kote; Marenglen Biba; Jenna Kanerva; Samuel Rönnqvist; Filip Ginter (CoRR, 2019)

Classification and Clustering of Emotive Microblogs in Albanian: Two User-Oriented Tasks. - Marjana Prifti Skenduli; Marenglen Biba (Complex Pattern Mining, 2020)

A State-of-the-art Survey of Advanced Optimization Methods in Machine Learning. - Muhamet Kastrati; Marenglen Biba (RTA-CSIT, 2021)

Mining emotion-aware sequential rules at user-level from micro-blogs. - Marjana Prifti Skenduli; Marenglen Biba; Corrado Loglisci; Michelangelo Ceci; Donato Malerba (J. Intell. Inf. Syst., 2021)

Usage of Non-Fungible Tokens in Property Registration: A Case Study for Albania. - Kristi Gorea; Marenglen Biba (3PGCIC, 2022)

Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. - Muhamet Kastrati; Marenglen Biba; Ali Shariq Imran; Zenun Kastrati (ISMIS, 2022)

Leveraging distant supervision and deep learning for twitter sentiment and emotion classification. - Muhamet Kastrati; Zenun Kastrati; Ali Shariq Imran; Marenglen Biba (J. Intell. Inf. Syst., 2024)

Unlocking language barriers: Assessing pre-trained large language models across multilingual tasks and unveiling the black box with Explainable Artificial Intelligence. - Muhamet Kastrati; Ali Shariq Imran; Ehtesham Hashmi; Zenun Kastrati; Sher Muhammad Daudpota; Marenglen Biba (Eng. Appl. Artif. Intell., 2025)