@article(DBLP:journals/acta/AcetoMGIMS16, author = {L. Aceto and {Della Monica}, D. and V. Goranko and A. Ing{\'{o}}lfsd{\'{o}}ttir and A. Montanari and G. Sciavicco}, year = {2016}, title = {A complete classification of the expressiveness of interval logics of {Allen}'s relations: the general and the dense cases}, journal = {Acta Informatica}, volume = {53}, number = {3}, pages = {207--246}, doi = {10.1007/s00236-015-0231-4}, ) @article(Allen, author = {James F. Allen}, year = {1983}, title = {Maintaining Knowledge about Temporal Intervals}, journal = {Communications of the ACM}, volume = {26}, number = {11}, pages = {832--843}, doi = {10.1145/182.358434}, ) @article(DBLP:journals/corr/abs-1904-10674, author = {N. Audebert and {Le Saux}, B. and S. Lef{\`{e}}vre}, year = {2019}, title = {Deep Learning for Classification of Hyperspectral Data: {A} Comparative Review}, journal = {IEEE Geoscience and Remote Sensing Magazine}, volume = {7}, number = {2}, pages = {159 -- 173}, doi = {10.1109/MGRS.2019.2912563}, ) @inproceedings(DBLP:conf/kr/BalbianiCC98, author = {P. Balbiani and J.F. Condotta and {Fari{\~{n}}as del Cerro}, L.}, year = {1998}, title = {A Model for Reasoning about Bidimensional Temporal Relations}, booktitle = {Proc. of the 6th International Conference on Principles of Knowledge Representation and Reasoning}, publisher = {Morgan Kaufmann}, pages = {124--130}, doi = {10.1.1.33.1029}, ) @article(WorldView2, author = {M. Belgiu and Dr\IeC{\v a}gu\IeC{\c t}, L. and J. Strobl}, year = {2014}, title = {Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery}, journal = {The ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {87}, pages = {205--215}, doi = {10.1016/j.isprsjprs.2013.11.007}, ) @article(DTRBRF, author = {T. Berhane and C. Lane and Q. Wu and B. Autrey and O. Anenkhonov and V. Chepinoga and H. Liu}, year = {2018}, title = {Decision-Tree, Rule-Based, and Random Forest Classification of High-Resolution Multispectral Imagery for Wetland Mapping and Inventory}, journal = {Remote Sensing}, volume = {10}, number = {580}, pages = {1{--}26}, doi = {10.3390/rs10040580}, ) @book(ModalLogics, author = {P. Blackburn and {de Rijke}, M and Y. Venema}, year = {2001}, title = {Modal Logic}, series = {Cambridge Tracts in Theoretical Computer Science}, publisher = {Cambridge University Press}, doi = {10.1017/CBO9781107050884}, ) @article(BLOCKEEL1998285, author = {H. Blockeel and {De Raedt}, L.}, year = {1998}, title = {Top-down induction of first-order logical decision trees}, journal = {Artificial Intelligence}, volume = {101}, number = {1}, pages = {285--297}, doi = {10.1016/S0004-3702(98)00034-4}, ) @article(DBLP:journals/tcs/BresolinMMSS14, author = {D. Bresolin and {Della Monica}, D. and A. Montanari and P. Sala and G. Sciavicco}, year = {2014}, title = {Interval temporal logics over strongly discrete linear orders: Expressiveness and complexity}, journal = {Theoretical Computers Science}, volume = {560}, pages = {269--291}, doi = {10.1016/j.tcs.2014.03.033}, ) @article(DBLP:journals/amai/BresolinMMS14, author = {D. Bresolin and {Della Monica}, D. and A. Montanari and G. Sciavicco}, year = {2014}, title = {The light side of interval temporal logic: the {B}ernays-{S}ch{\"{o}}nfinkel fragment of {CDT}}, journal = {Annals of Mathematics and Artificial Intelligence}, volume = {71}, number = {1-3}, pages = {11--39}, doi = {10.1007/s10472-013-9337-y}, ) @article(DBLP:journals/tocl/BresolinKMRSZ17, author = {D. Bresolin and A. Kurucz and Mu{\~{n}}oz{-}Velasco, E. and V. Ryzhikov and G. Sciavicco and M. Zakharyaschev}, year = {2017}, title = {{H}orn Fragments of the {H}alpern-{S}hoham Interval Temporal Logic}, journal = {{ACM} Transactions on Computional Logic}, volume = {18}, number = {3}, pages = {22:1--22:39}, doi = {10.1145/3105909}, ) @inproceedings(DBLP:conf/time/BresolinSMMS10, author = {D. Bresolin and P. Sala and Della Monica, D. and A. Montanari and G. Sciavicco}, year = {2010}, title = {A Decidable Spatial Generalization of Metric Interval Temporal Logic}, booktitle = {Proc. of the 17th International Symposium on Temporal Representation and Reasoning (TIME)}, pages = {95--102}, doi = {10.1109/TIME.2010.22}, ) @inproceedings(Brunello2019, author = {A. Brunello and G. Sciavicco and I.E. Stan}, year = {2019}, title = {Interval Temporal Logic Decision Tree Learning}, booktitle = {Proc. of the 16th European Conference on Logics in Artificial Intelligence (JELIA)}, series = {Lecture Notes in Computer Science}, volume = {11468}, publisher = {Springer}, pages = {778--793}, doi = {10.1007/978-3-030-19570-0\_50}, ) @article(DBLP:journals/corr/CaoZXMXP17, author = {X. Cao and F. Zhou and L. Xu and D. Meng and Z. Xu and J.W. Paisley}, year = {2018}, title = {Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network}, journal = {{IEEE} Transactions on Image Processing}, volume = {27}, number = {5}, pages = {2354--2367}, doi = {10.1109/TIP.2018.2799324}, ) @inproceedings(DBLP:conf/cosit/Cohn95, author = {A.G. Cohn}, year = {1995}, title = {A Hierarchical Representation of Qualitative Shape based on Connection and Convexity}, booktitle = {Proc. of Spatial Information Theory: {A} Theoretical Basis for GIS, International Conference {COSIT}}, series = {Lecture Notes in Computer Science}, volume = {988}, pages = {311--326}, doi = {10.1007/3-540-60392-1\_20}, ) @article(cohn, author = {K. Dubba and A. Cohn and D. Hogg and M. Bhatt and F. Dylla}, year = {2015}, title = {Learning Relational Event Models from Video}, journal = {Journal of Artificial Intelligence Research}, volume = {53}, pages = {41--90}, doi = {10.1613/jair.4395}, ) @inproceedings(49-IM, author = {M. Egenhofer and J. Sharma and D. Mark}, year = {2011}, title = {A critical comparison of the 4-intersection and 9-intersection models for spatial relations: formal analysis}, booktitle = {Proc. of the 11th International Symposium on Computer-Assisted Cartography ({A}uto-{C}arto)}, pages = {1 --13}, ) @article(cardinal-relations, author = {A. Frank}, year = {1996}, title = {Qualitative Spatial Reasoning: Cardinal Directions as an Example}, journal = {International Journal of Geographical Information Science}, volume = {10}, pages = {269--290}, doi = {10.1080/02693799608902079}, ) @inproceedings(using-freksa, author = {C. Freksa}, year = {1992}, title = {Using orientation information for qualitative spatial reasoning}, booktitle = {Proc. of the International Conference on Theories and Methods of Spatio-Temporal Reasoning in Geographic Space}, series = {Lecture Notes in Computer Science}, volume = {639}, publisher = {Springer}, pages = {162--178}, doi = {10.1007/3-540-55966-3\_10}, ) @article(Corn, author = {P.K. Goel and S.O. Prasher and R.M. Patel and J.A. Landry and R.B. Bonnell and A.A. Viau}, year = {2003}, title = {Classification of hyperspectral data by decision trees and artificial neural networks to identify weed stress and nitrogen status of corn}, journal = {Computers and Electronics in Agriculture}, volume = {39}, number = {2}, pages = {67--93}, doi = {10.1016/S0168-1699(03)00020-6}, ) @article(HS, author = {J.Y. Halpern and Y. Shoham}, year = {1991}, title = {A Propositional Modal Logic of Time Intervals}, journal = {Journal of the ACM}, volume = {38}, number = {4}, pages = {935--962}, doi = {10.1145/115234.115351}, ) @article(DBLP:journals/ipl/HyafilR76, author = {L. Hyafil and R. L. Rivest}, year = {1976}, title = {Constructing Optimal Binary Decision Trees is {NP}-Complete}, journal = {Information Processing Letters}, volume = {5}, number = {1}, pages = {15--17}, doi = {10.1016/0020-0190(76)90095-8}, ) @article(KulkarniImageAnalysis, author = {A. Kulkarni and A. Shrestha}, year = {2017}, title = {Multispectral Image Analysis using Decision Trees}, journal = {International Journal of Advanced Computer Science and Applications}, volume = {8}, number = {6}, pages = {11{--}18}, doi = {10.14569/IJACSA.2017.080602}, ) @article(DBLP:journals/lgrs/LiangZGZ20, author = {Y. Liang and X.Zhao and A.J.X. Guo and F. Zhu}, year = {2020}, title = {Hyperspectral Image Classification With Deep Metric Learning and Conditional Random Field}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {17}, number = {6}, pages = {1042--1046}, doi = {10.1109/LGRS.2019.2939356}, ) @article(LRCC8, author = {C. Lutz and F. Wolter}, year = {2006}, title = {Modal Logics of Topological Relations}, journal = {Logical Methods in Computer Science}, volume = {2}, number = {2}, pages = {1--41}, doi = {10.2168/LMCS-2(2:5)2006}, ) @inproceedings(10.1007/1156412620, author = {D. Malerba and M. Ceci and A. Appice}, year = {2005}, title = {Mining Model Trees from Spatial Data}, booktitle = {Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases}, publisher = {Springer}, pages = {169--180}, doi = {10.1007/11564126\_20}, ) @article(DBLP:journals/fuin/MarcinkowskiM14, author = {J. Marcinkowski and J. Michaliszyn}, year = {2014}, title = {The Undecidability of the Logic of Subintervals}, journal = {Fundamenta Informaticae}, volume = {131}, number = {2}, pages = {217--240}, url = {https://doi.org/10.3233/FI-2014-1011}, ) @article(CompassLogic, author = {M. Marx and M. Reynolds}, year = {1999}, title = {Undecidability of Compass Logic}, journal = {Journal of Logic and Computation}, volume = {9}, pages = {897--914}, doi = {10.1093/logcom/9.6.897}, ) @inproceedings(DBLP:conf/time/MontanariPS10, author = {A. Montanari and Pratt{-}Hartmann, I. and P. Sala}, year = {2010}, title = {Decidability of the Logics of the Reflexive Sub-interval and Super-interval Relations over Finite Linear Orders}, booktitle = {Proc. of the 17th International Symposium on Temporal Representation and Reasoning}, pages = {27--34}, doi = {10.1109/TIME.2010.18}, ) @inproceedings(ConeLogic, author = {A. Montanari and G. Puppis and P. Sala}, year = {2009}, title = {A Decidable Spatial Logic with Cone-Shaped Cardinal Directions}, booktitle = {Proc. of the 18th Annual Conference of the European Association for Computer Science Logic (EACSL)}, series = {Lecture Notes in Computer Science}, volume = {5771}, publisher = {Springer}, pages = {394--408}, doi = {10.1007/978-3-642-04027-6\_29}, ) @inproceedings(DBLP:conf/jelia/MontanariSV02, author = {A. Montanari and G. Sciavicco and N. Vitacolonna}, year = {2002}, title = {Decidability of Interval Temporal Logics over Split-Frames via Granularity}, booktitle = {Proc. of the 8th European Conference on Logics in Artificial Intelligence}, series = {Lecture Notes in Computer Science}, volume = {2424}, publisher = {Springer}, pages = {259--270}, doi = {10.1007/3-540-45757-7\_22}, ) @article(SpPNL, author = {Morales Nicol\IeC{\'a}s, A. and I. Navarrete and G. Sciavicco}, year = {2007}, title = {A new modal logic for reasoning about space: Spatial propositional neighborhood logic}, journal = {Annals of Mathematics and Artificial Intelligence}, volume = {51}, pages = {1--25}, doi = {10.1007/s10472-007-9083-0}, ) @article(DBLP:journals/ai/Munoz-VelascoPS19, author = {Mu{\~{n}}oz{-}Velasco, E. and Pelegr{\'{\i}}n{-}Garc{\'{\i}}a, M. and P. Sala and G. Sciavicco and I. E. Stan}, year = {2019}, title = {On coarser interval temporal logics}, journal = {Artificial Intelligence}, volume = {266}, pages = {1--26}, doi = {10.1016/j.artint.2018.09.001}, ) @article(RectCDC, author = {I. Navarrete and Morales Nicol\IeC{\'a}s, A. and G. Sciavicco and C{\'{a}}rdenas-Viedma, M. A.}, year = {2013}, title = {Spatial reasoning with rectangular cardinal relations: The convex tractable subalgebra}, journal = {Annals of Mathematics and Artificial Intelligence}, volume = {67}, number = {1}, pages = {31--70}, doi = {10.1007/s10472-012-9327-5}, ) @article(scikit-learn, author = {F. Pedregosa and G. Varoquaux and A. Gramfort and V. Michel and B. Thirion and O. Grisel and M. Blondel and P. Prettenhofer and R. Weiss and V. Dubourg and J. Vanderplas and A. Passos and D. Cournapeau and M. Brucher and M. Perrot and E. Duchesnay}, year = {2011}, title = {Scikit-learn: Machine Learning in {P}ython}, journal = {Journal of Machine Learning Research}, volume = {12}, pages = {2825--2830}, ) @article(DBLP:journals/ml/Quinlan86, author = {J. R. Quinlan}, year = {1986}, title = {Induction of Decision Trees}, journal = {Machine Learning}, volume = {1}, pages = {81--106}, doi = {10.1023/A:1022643204877}, ) @book(Quinlan93, author = {J. R. Quinlan}, year = {1993}, title = {C4.5: Programs for Machine Learning}, publisher = {Morgan Kaufmann}, doi = {10.1007/BF00993309}, ) @inproceedings(RCC8, author = {D. Randell and Z. Cui and A.G. Cohn}, year = {1992}, title = {A Spatial Logic Based on Regions and Connection}, booktitle = {Proc. of the 3rd International Conference on Principles of Knowledge Representation and Reasoning}, pages = {165--176}, doi = {10.1.1.35.7809}, ) @incollection(ConstraintCalculiQSR2007, author = {J. Renz and B. Nebel}, year = {2007}, title = {Qualitative Spatial Reasoning Using Constraint Calculi}, booktitle = {Handbook of Spatial Logics}, publisher = {Springer}, pages = {161{--}215}, doi = {10.1007/978-1-4020-5587-4\_4}, ) @article(DBLP:journals/lgrs/RoyKDC20, author = {S.K. Roy and G. Krishna and S.R. Dubey and B.B. Chaudhuri}, year = {2020}, title = {HybridSN: Exploring 3-D-2-D {CNN} Feature Hierarchy for Hyperspectral Image Classification}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {17}, number = {2}, pages = {277--281}, doi = {10.1109/LGRS.2019.2918719}, ) @misc(BensadeghiJuliaDecisionTreeModule, author = {B. Sadeghi}, year = {2013}, title = {DecisionTree.jl}, howpublished = {\url{https://github.com/bensadeghi/DecisionTree.jl}}, ) @article(DBLP:journals/tgrs/SantaraMHSGPM17, author = {A. Santara and K. Mani and P. Hatwar and A. Singh and A. Garg and K. Padia and P. Mitra}, year = {2017}, title = {{BASS} Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {55}, number = {9}, pages = {5293--5301}, doi = {10.1109/TGRS.2017.2705073}, ) @inproceedings(Extraction, author = {G. Sciavicco and I. E. Stan and A. Vaccari}, year = {2019}, title = {Towards a General Method for Logical Rule Extraction from Time Series}, booktitle = {Proc. of the 8th International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC)}, series = {Lecture Notes in Computer Science}, volume = {11487}, publisher = {Springer}, pages = {3--12}, doi = {10.1007/978-3-030-19651-6\_1}, ) @inproceedings(KnowledgeExtractionTemporalSymbolic, author = {G. Sciavicco and I.E. Stan}, year = {2020}, title = {Knowledge Extraction with Interval Temporal Logic Decision Trees}, booktitle = {Proc. of 27th International Symposium on Temporal Representation and Reasoning ({TIME})}, series = {Leibniz International Proceedings in Informatics}, volume = {178}, publisher = {Schloss Dagstuhl}, pages = {9:1--9:16}, doi = {10.4230/LIPIcs.TIME.2020.9}, ) @article(ConeShapedExtended, author = {S. Skiadopoulos and N. Sarkas and T.K. Sellis and M. Koubarakis}, year = {2007}, title = {A Family of Directional Relation Models for Extended Objects}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {19}, number = {8}, pages = {1116--1130}, doi = {10.1109/TKDE.2007.1046}, ) @article(CDC, author = {Spiros Skiadopoulos and Manolis Koubarakis}, year = {2004}, title = {Composing cardinal direction relations}, journal = {Artificial Intelligence}, volume = {152}, number = {2}, pages = {143--171}, doi = {10.1016/S0004-3702(03)00137-1}, ) @inproceedings(SOSL, author = {P. A. Walega and M. Zawidzki}, year = {2019}, title = {A Modal Logic for Subject-Oriented Spatial Reasoning}, booktitle = {Proc. of the 26th International Symposium on Temporal Representation and Reasoning ({TIME})}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, volume = {147}, publisher = {Schloss Dagstuhl}, pages = {4:1--4:22}, doi = {10.4230/LIPIcs.TIME.2019.4}, ) @book(weka, author = {I. H. Witten and E. Frank and M. A. Hall}, year = {2017}, title = {Data Mining: Practical Machine Learning Tools and Techniques}, edition = {4th}, publisher = {Morgan Kaufmann}, doi = {10.1016/C2015-0-02071-8}, ) @article(DBLP:journals/entropy/XuLWCZX21, author = {S. Xu and S. Liu and H. Wang and W. Chen and F. Zhang and Z. Xiao}, year = {2021}, title = {A Hyperspectral Image Classification Approach Based on Feature Fusion and Multi-Layered Gradient Boosting Decision Trees}, journal = {Entropy}, volume = {23}, number = {1}, pages = {20}, doi = {10.3390/e23010020}, ) @article(DBLP:journals/remotesensing/YangWDSLW17, author = {C. Yang and G. Wu and K. Ding and T. Shi and Q. Li and J. Wang}, year = {2017}, title = {Improving Land Use/Land Cover Classification by Integrating Pixel Unmixing and Decision Tree Methods}, journal = {Remote Sensing}, volume = {9}, number = {12}, pages = {1222}, doi = {10.3390/rs9121222}, ) @article(InferringMethodLand, author = {Q. Zhang and J. Wang}, year = {2003}, title = {A rule-based urban land use inferring method for fine-resolution multispectral imagery}, journal = {Canadian Journal of Remote Sensing}, volume = {29}, pages = {1--13}, doi = {10.5589/m02-075}, ) @article(DBLP:journals/access/ZhangWZXLCB20, author = {X. Zhang and Y. Wang and N. Zhang and D. Xu and H. Luo and B. Chen and G-Ben}, year = {2020}, title = {SSDANet: Spectral-Spatial Three-Dimensional Convolutional Neural Network for Hyperspectral Image Classification}, journal = {{IEEE} Access}, volume = {8}, pages = {127167--127180}, doi = {10.1109/ACCESS.2020.3008029}, )