| 2026 | AAAI | OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams. | Nicolas Rojas Varela, Julien Ah-Pine, Engelbert Mephu Nguifo |
| 2026 | ISMIS | Accelerating Frequent Gradual Pattern Discovery Through Dimensionality Reduction. | Herman Tcheneghon Motcheyo, Issam Falih, Lauraine Tiogning Kueti, Engelbert Mephu Nguifo |
| 2026 | SAC | Unleashing the Power of Gradual Patterns for Explainable AI. | Durande Kamga Nguifo, Jerry Lonlac, Anthony Fleury, Engelbert Mephu Nguifo |
| 2025 | KES | WeightedHGE: Weighted Heterogeneous Graph Embedding. | Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo |
| 2024 | AICCSA | Scaling Knowledge Graph Embedding with Parallel TransE and Graph Partitioning. | Khouloud Ammar, Wissem Inoubli, Sami Zghal, Engelbert Mephu Nguifo |
| 2024 | ICTAI | Revisiting Frequent (Closed) Gradual Itemsets Mining. | Jerry Lonlac, Bernoulli Fotsing Tchide, Alain Bertrand Bomgni, Arnaud Doniec, Engelbert Mephu Nguifo |
| 2023 | DATA | Extracting Frequent Gradual Patterns Based on SAT. | Jerry Lonlac, Imen Ouled Dlala, Sad Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Sais |
| 2023 | KES | DGCN: Learning Graph Representations Via Dense Connections. | Khairi Abidi, Wissem Inoubli, Engelbert Mephu Nguifo |
| 2023 | KES | Trans-Trip: Translation-based embedding with Triplets for Heterogeneous Graphs. | Khouloud Ammar, Wissem Inoubli, Sami Zghal, Amel Borji, Engelbert Mephu Nguifo |
| 2022 | ICDM | DragStream: An Anomaly And Concept Drift Detector In Univariate Data Streams. | Anne Marthe Sophie Ngo Bibinbe, Abdoul Jalil Djiberou Mahamadou, Michael Franklin Mbouopda, Engelbert Mephu Nguifo |
| 2022 | IJCNN | A survey on unsupervised learning algorithms for detecting abnormal points in streaming data. | Anne Marthe Sophie Ngo Bibinbe, Michael Franklin Mbouopda, Gertrude Raissa Mbiadou Saleu, Engelbert Mephu Nguifo |
| 2020 | ICDM | Uncertain Time Series Classification with Shapelet Transform. | Michael Franklin Mbouopda, Engelbert Mephu Nguifo |
| 2019 | KES | A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction. | Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri, Engelbert Mephu Nguifo |
| 2018 | VLDB | A Comparative Study on Streaming Frameworks for Big Data. | Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo |
| 2017 | IJCAI | A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. | Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo |
| 2017 | ISMIS | On Containment of Triclusters Collections Generated by Quantified Box Operators. | Dmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo |
| 2016 | IJCNN | Boolean factors based Artificial Neural Network. | Lauraine Tiogning Kueti, Norbert Tsopz, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso |
| 2015 | TrustCom | Cost Models for Distributed Pattern Mining in the Cloud. | Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo |
| 2013 | KDD | Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model. | Sabeur Aridhi, Mondher Maddouri, Hatham Sghaier, Engelbert Mephu Nguifo |
| 2013 | WWW | A personalized recommender system based on users' information in folksonomies. | Mohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2012 | ICTAI | Ranking and Selecting Association Rules Based on Dominance Relationship. | Slim Bouker, Rabie Saidi, Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2012 | ITS | Multi-paradigm Generation of Tutoring Feedback in Robotic Arm Manipulation Training. | Philippe Fournier-Viger, Roger Nkambou, Andr Mayers, Engelbert Mephu Nguifo, Usef Faghihi |
| 2011 | IJCNN | Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network. | Norbert Tsopz, Engelbert Mephu Nguifo, Gilbert Tindo |
| 2011 | NeSy | Extracting Both MofN Rules and if-then Rules from the Training Neural Networks. | Norbert Tsopz, Engelbert Mephu Nguifo, Gilbert Tindo |
| 2010 | FlAIRS | CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences. | Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo |
| 2010 | FlAIRS | Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions. | Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2010 | ITS | ITS in Ill-Defined Domains: Toward Hybrid Approaches. | Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo, Andr Mayers |
| 2009 | AIED | Exploiting Partial Problem Spaces Learned from Users' Interactions to Provide Key Tutoring Services in Procedural and Ill-Defined Domains. | Philippe Fournier-Viger, Roger Nkambou, Engelbert Mephu Nguifo |
| 2009 | IC3K | OACAS - Ontologies Alignment using Composition and Aggregation of Similarities. | Sami Zghal, Marouen Kachroudi, Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2009 | KDD | Comparing graph-based representations of protein for mining purposes. | Rabie Saidi, Mondher Maddouri, Engelbert Mephu Nguifo |
| 2008 | ICANN | M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification. | Engelbert Mephu Nguifo, Norbert Tsopz, Gilbert Tindo |
| 2008 | ITS | Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain. | Roger Nkambou, Engelbert Mephu Nguifo, Philippe Fournier-Viger |
| 2007 | AI | Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System. | Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger |
| 2007 | AIED | A Framework for Problem-Solving Knowledge Mining from Users' Actions. | Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger |
| 2007 | DaWaK | Extraction of Association Rules Based on Literalsets. | Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Slim Bouker |
| 2007 | ICFCA | About the Lossless Reduction of the Minimal Generator Family of a Context. | Tarek Hamrouni, Petko Valtchev, Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2007 | IV | A scalable association rule visualization towards displaying large amounts of knowledge. | Olivier Couturier, Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2005 | PAKDD | IGB: A New Informative Generic Base of Association Rules. | Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani |
| 2004 | DaWaK | Revisiting Generic Bases of Association Rules. | Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2004 | ICFCA | A Comparative Study of FCA-Based Supervised Classification Algorithms. | Huaiyu Fu, Huaiguo Fu, Patrick Njiwoua, Engelbert Mephu Nguifo |
| 2004 | ICFCA | A Parallel Algorithm to Generate Formal Concepts for Large Data. | Huaiguo Fu, Engelbert Mephu Nguifo |
| 2004 | ICMLA | Mining frequent closed itemsets for large data. | Huaiguo Fu, Engelbert Mephu Nguifo |
| 2004 | ICTAI | Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. | Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2003 | ICTAI | Partitioning Large Data to Scale up Lattice-Based Algorithm. | Huaiguo Fu, Engelbert Mephu Nguifo |
| 1999 | ICTAI | Exemplar-Based Prototype Selection for a Multi-Strategy Learning System. | Patrick Njiwoua, Engelbert Mephu Nguifo |
| 1999 | PSB | Improving the Efficiency of a User-Driven Learning System with Reconfigurable Hardware. Application to DNA Splicing. | Eric Lemoine, David Merceron, Jean Sallantin, Engelbert Mephu Nguifo |
| 1997 | HCI | An Interactive Environment for Dynamic Control of Machine Learning Systems. | Engelbert Mephu Nguifo |
| 1997 | ICTAI | IGLUE: An Instance-Based Learning System over Lattice Theory. | Patrick Njiwoua, Engelbert Mephu Nguifo |
| 1994 | ICTAI | Galois Lattice: A Framework for Concept Learning-Design, Evaluation and Refinement. | Engelbert Mephu Nguifo |
| 1993 | ISMB | Prediction of Primate Splice Junction Gene Sequences with a Cooperative Knowledge Acquisition System. | Engelbert Mephu Nguifo, Jean Sallantin |