Marenglen Biba

62 papers A* 1A 3B 2C 8Misc 6Journal 10Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Unlocking language barriers: Assessing pre-trained large language models across multilingual tasks and unveiling the black box with Explainable Artificial Intelligence. Eng. Appl. Artif. Intell. Muhamet Kastrati, Ali Shariq Imran, Ehtesham Hashmi, Zenun Kastrati, Sher Muhammad Daudpota, Marenglen Biba
2024	J	`jnl`	Leveraging distant supervision and deep learning for twitter sentiment and emotion classification. J. Intell. Inf. Syst. Muhamet Kastrati, Zenun Kastrati, Ali Shariq Imran, Marenglen Biba
2022	C	`conf`	Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. ISMIS Muhamet Kastrati, Marenglen Biba, Ali Shariq Imran, Zenun Kastrati
2022	—	`conf`	Usage of Non-Fungible Tokens in Property Registration: A Case Study for Albania. 3PGCIC Kristi Gorea, Marenglen Biba
2021	—	`conf`	A State-of-the-art Survey of Advanced Optimization Methods in Machine Learning. RTA-CSIT Muhamet Kastrati, Marenglen Biba
2021	J	`jnl`	Mining emotion-aware sequential rules at user-level from micro-blogs. J. Intell. Inf. Syst. Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba
2020	—	`ch.`	Classification and Clustering of Emotive Microblogs in Albanian: Two User-Oriented Tasks. Complex Pattern Mining Marjana Prifti Skenduli, Marenglen Biba
2019	J	`jnl`	Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models. CoRR Nelda Kote, Marenglen Biba, Jenna Kanerva, Samuel Rönnqvist, Filip Ginter
2018	—	`conf`	A Thorough Experimental Evaluation of Algorithms for Opinion Mining in Albanian. EIDWT Nelda Kote, Marenglen Biba, Evis Trandafili
2018	—	`conf`	An Empirical Evaluation of Sequential Pattern Mining Algorithms. EIDWT Marjana Prifti Skenduli, Corrado Loglisci, Michelangelo Ceci, Marenglen Biba, Donato Malerba
2018	C	`conf`	An Experimental Evaluation of Algorithms for Opinion Mining in Multi-domain Corpus in Albanian. ISMIS Nelda Kote, Marenglen Biba, Evis Trandafili
2018	—	`conf`	Bayesian Networks: A State-Of-The-Art Survey. RTA-CSIT Nelda Kote, Marenglen Biba, Elena Canaj
2018	—	`conf`	Performance Evaluation of Text Categorization Algorithms Using an Albanian Corpus. EIDWT Evis Trandafili, Nelda Kote, Marenglen Biba
2018	C	`conf`	User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian. ISMIS Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba
2017	Misc	`conf`	Randomizing Greedy Ensemble Outlier Detection with GRASP. CISIS Lediona Nishani, Marenglen Biba
2016	J	`jnl`	Machine learning for intrusion detection in MANET: a state-of-the-art survey. J. Intell. Inf. Syst. Lediona Nishani, Marenglen Biba
2013	—	`conf`	A Named Entity Recognition approach for Albanian. ICACCI Marjana Prifti Skenduli, Marenglen Biba
2013	J	`jnl`	A Review of Machine Learning and Data Mining Approaches for Business Applications in Social Networks. Int. J. E Bus. Res. Evis Trandafili, Marenglen Biba
2013	C	`conf`	Boosting Text Classification through Stemming of Composite Words. ISI Marenglen Biba, Eva Gjati
2013	—	`conf`	Contour-Based Progressive Identification of Known Shapes in Images. IRCDL Stefano Ferilli, Floriana Esposito, Domenico Grieco, Marenglen Biba
2013	—	`ch.`	Plugging Text Processing and Mining in a Cloud Computing Framework. Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence Akil Rajdho, Marenglen Biba
2013	—	`conf`	Profiling Social Network Users With Machine Learning. BCI (Local) Evis Trandafili, Marenglen Biba, Aleksander Xhuvani
2013	J	`jnl`	Scalable and High Performing Learning and Mining in Large-Scale Networked Environments: A State-of-the-art Survey. Trans. Comput. Collect. Intell. Evis Trandafili, Marenglen Biba
2013	C	`conf`	Sentiment Analysis through Machine Learning: An Experimental Evaluation for Albanian. ISI Marenglen Biba, Mersida Mane
2013	—	`ed.`	Transactions on Computational Collective Intelligence X Trans. Computational Collective Intelligence Ngoc Thanh Nguyen, Joanna Kolodziej, Tadeusz Burczynski, Marenglen Biba
2012	Misc	`conf`	Customizing Rational Unified Process in a Systems Integration Scenario. CISIS Erida Lice, Marenglen Biba
2012	Misc	`conf`	Secure File Sharing in JXTA Using Digital Signatures. CISIS Erita Skendaj, Marenglen Biba
2011	A	`conf`	A Contour-Based Progressive Technique for Shape Recognition. ICDAR Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba
2011	J	`jnl`	Boosting learning and inference in Markov logic through metaheuristics. Appl. Intell. Marenglen Biba, Stefano Ferilli, Floriana Esposito
2011	—	`conf`	DDTA - Digitalisation of Districts in the Textile and Clothing Sector. IRCDL Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Marenglen Biba
2011	Misc	`conf`	Engineering SLS Algorithms for Statistical Relational Models. CISIS Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
2011	—	`book`	Learning Structure and Schemas from Documents Marenglen Biba, Fatos Xhafa
2011	—	`ch.`	Learning Structure and Schemas from Heterogeneous Domains in Networked Systems Surveyed. Learning Structure and Schemas from Documents Marenglen Biba, Fatos Xhafa
2011	—	`ch.`	Protein Fold Recognition Using Markov Logic Networks. Mathematical Approaches to Polymer Sequence Analysis and Related Problems Marenglen Biba, Stefano Ferilli, Floriana Esposito
2011	J	`jnl`	Stochastic simulation and modelling of metabolic networks in a machine learning framework. Simul. Model. Pract. Theory Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
2011	Misc	`conf`	Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks. CISIS Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
2010	Misc	`conf`	A Novel Structure Refining Algorithm for Statistical-Logical Models. CISIS Marenglen Biba, Elton Ballhysa, Narasimha Rao Vajjhala, Vijay Raju Mullagiri
2010	—	`conf`	Learning Structure and Schemas from Heterogeneous Domains in Networked Systems: A Survey. INCoS Marenglen Biba, Fatos Xhafa
2010	—	`conf`	Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions. IRCDL Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2010	—	`ch.`	Towards Multistrategic Statistical Relational Learning. Advances in Machine Learning II Marenglen Biba, Stefano Ferilli, Floriana Esposito
2010	—	`conf`	Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval. IRCDL Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito
2009	A	`conf`	A Distance-Based Technique for Non-Manhattan Layout Analysis. ICDAR Stefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile
2009	J	`jnl`	A General Similarity Framework for Horn Clause Logic. Fundam. Informaticae Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Nicola Di Mauro, Floriana Esposito
2009	—	`conf`	Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis. IRCDL Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito
2009	C	`conf`	Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics. ISMIS Marenglen Biba, Stefano Ferilli, Floriana Esposito
2009	—	`conf`	High Performing Algorithms for MAP and Conditional Inference in Markov Logic. AI*IA Marenglen Biba, Stefano Ferilli, Floriana Esposito
2009	—	`conf`	Intelligent Text Processing Techniques for Textual-Profile Gene Characterization. CIBB Floriana Esposito, Marenglen Biba, Stefano Ferilli
2009	—	`conf`	Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison. AI*IA Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2008	—	`conf`	Automatic Document Organization Exploiting FOL Similarity-based Techniques. IRCDL Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Floriana Esposito
2008	B	`conf`	Discriminative Structure Learning of Markov Logic Networks. ILP Marenglen Biba, Stefano Ferilli, Floriana Esposito
2008	B	`conf`	Incremental machine learning techniques for document layout understanding. ICPR Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito
2008	A	`conf`	Structure Learning of Markov Logic Networks through Iterated Local Search. ECAI Marenglen Biba, Stefano Ferilli, Floriana Esposito
2008	—	`conf`	k-Nearest Neighbor Classification on First-Order Logic Descriptions. ICDM Workshops Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2007	—	`conf`	A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework. SEBD Marenglen Biba, Stefano Ferilli, Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile
2007	—	`conf`	A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks. KES (1) Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2007	—	`conf`	Generalization-Based Similarity for Conceptual Clustering. MCD Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito
2007	—	`conf`	Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways. SEBD Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2007	—	`conf`	Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework. WILF Marenglen Biba, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2007	—	`conf`	Similarity-Guided Clause Generalization. AI*IA Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito
2007	A*	`conf`	Unsupervised Discretization Using Kernel Density Estimation. IJCAI Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2006	C	`conf`	Automatic Topics Identification for Reviewer Assignment. IEA/AIE Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba
2006	C	`conf`	Intelligent Methodologies for Scientific Conference Management. ISMIS Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile