Data bases and knowledge representation for literary and linguistic studies. - Nick Cercone; Randy Goebel (Comput. Humanit., 1983)

Interpreting Descriptions in a Prolog-based Knowledge Representation System. - Randy Goebel (IJCAI, 1985)

Concurrent Prolog in a Multiprocess Environment. - Rosanna K. S. Lee; Randy Goebel (SLP, 1985)

The Design and Implementation of DLOG, a Prolog-based Knowledge Representation System. - Randy Goebel (New Gener. Comput., 1985)

On eliminating loops in Prolog. - David Poole 001; Randy Goebel (ACM SIGPLAN Notices, 1985)

Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning. - Randy Goebel; Koichi Furukawa; David Poole 001 (ICLP, 1986)

Gracefully adding negation and disjunction to Prolog. - David Poole 001; Randy Goebel (ICLP, 1986)

Non-Monotonic Reasoning in Temporal Domains: The Knowledge Independence Problem. - Scott D. Goodwin; Randy Goebel (NMR, 1988)

Exhuming the criticism of the logicist. - Randy Goebel (Comput. Intell., 1988)

A Sketch of Analogy as Reasoning with Equality Hypotheses. - Randy Goebel (AII, 1989)

On the Efficiency of Logic-Based Diagnosis. - Abdul Sattar 001; Randy Goebel (IEA/AIE (Vol. 1), 1990)

Integrating probabilistic, taxonomic and causal knowledge in abductive diagnosis. - Dekang Lin; Randy Goebel (UAI, 1990)

Meta-reasoning: An Incremental Compilation Approach. - Abdul Sattar 001; Randy Goebel (ICDE, 1991)

A Message Passing Algorithm for Plan Recognition. - Dekang Lin; Randy Goebel (IJCAI, 1991)

Using crucial literals to select better theories. - Abdul Sattar 001; Randy Goebel (Comput. Intell., 1991)

The Fourth International Symposium on Artificial Intelligence. - Randy Goebel; Francisco J. Cantú Ortiz (AI Mag., 1992)

Specifying Over-Constrained Problems in Default Logic. - Abdul Sattar 001; Aditya Ghose; Randy Goebel (Over-Constrained Systems, 1995)

An Introspective Framework for Paraconsistent Logic Programs and Disjunctive Databases. - Jia-Huai You; Suryanil Ghosh; Li-Yan Yuan; Randy Goebel (Deductive Databases / Abduction in Deductive Databases, 1995)

An Introspective Framework for Paraconsistent Logic Programs. - Jia-Huai You; Suryanil Ghosh; Li-Yan Yuan; Randy Goebel (ILPS, 1995)

Anytime Default Inference. - Aditya Ghose; Randy Goebel (PRICAI, 1996)

The role of default representations in incremental learning. - Aditya Ghose; Srinivas Padmanabhuni; Randy Goebel (PRICAI Workshops, 1996)

Curried least general generalization: A framework for higher order concept learning. - Srinivas Padmanabhuni; Randy Goebel; Koichi Furukawa (PRICAI Workshops, 1996)

Describing Plan Recognition as Nonmonotonic Reasoning and Belief Revision. - Pawel Jachowicz; Randy Goebel (Australian Joint Conference on Artificial Intelligence, 1997)

Disjunctive Logic Programming and Possible Model Semantics (Invited Paper). - Li-Yan Yuan; Jia-Huai You; Randy Goebel (Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications, 1997)

An Abductive Semantics for Disjunctive Logic Programs and Its Proof Procedure. - Jia-Huai You; Li-Yan Yuan; Randy Goebel (FSTTCS, 1997)

Disjunctive Logic Programming and Autoepistemic Logic. - Li-Yan Yuan; Jia-Huai You; Randy Goebel (LPKR, 1997)

Consistency-Motivated Reason Maintenance in Hypothetical Reasoning. - Abdul Sattar 001; Randy Goebel (New Gener. Comput., 1997)

Computational intelligence - a logical approach. - David Poole 001; Alan K. Mackworth; Randy Goebel (Oxford University Press, 1998)

Belief States as Default Theories: Studies in Non-Prioritized Belief Change. - Aditya Ghose; Randy Goebel (ECAI, 1998)

Regular Extension Semantics and Disjunctive Eshghi Kowalski Procedure. - Jia-Huai You; Li-Yan Yuan; Randy Goebel (IJCSLP, 1998)

Experience in Integrating AI and Constraint Programming Methods for Automated Yellow Pages Layout. - Winfried Graf; Alexander Kroener; Stefan Neurohr; Randy Goebel (Künstliche Intell., 1998)

A Constraint Optimization Framework for MultiAgent Anytime Scheduling. - William S. Havens; Randy Goebel; Jean Berger; René Proulx (Australian Joint Conference on Artificial Intelligence, 1999)

Algorithms for handling soft constraints and their applications to staff scheduling problems. - Qi Zhao; Randy Goebel (Intell. Syst. Account. Finance Manag., 1999)

Connections Between Default Reasoning and Partial Constraint Satisfaction. - Aditya Ghose; Grigoris Antoniou; Randy Goebel; Abdul Sattar 001 (Inf. Sci., 1999)

Knowledge Representation, Belief Revision, and the Challenge of Optimality. - Randy Goebel (PRICAI, 2000)

An abductive approach to disjunctive logic programming. - Jia-Huai You; Li-Yan Yuan; Randy Goebel (J. Log. Program., 2000)

Towards a Novel OLAP Interface for Distributed Data Warehouses. - Ayman Ammoura; Osmar R. Zaïane; Randy Goebel (DaWaK, 2001)

WebFrame: In Pursuit of Computationally and Cognitively Efficient Web Mining. - Tong Zheng 006; Yonghe Niu; Randy Goebel (PAKDD, 2002)

WebKIV: Visualizing Structure and Navigation forWeb Mining Applications. - Yonghe Niu; Tong Zheng 006; Jiyang Chen; Randy Goebel (Web Intelligence, 2003)

Developing a Database for Proteomic Analysis of Extracytosolic Plant Proteins. - Yang Wang; Osmar R. Zaïane; Randy Goebel; Jennafer L. Southron; Urmila Basu; Randy M. Whittal; Julie L. Stephens; Gregory J. Taylor (DEXA Workshops, 2004)

Visualizing and Discovering Web Navigational Patterns. - Jiyang Chen; Lisheng Sun; Osmar R. Zaïane; Randy Goebel (WebDB, 2004)

Iterated Belief Change. - Aditya K. Ghose; Pablo O. Hadjinian; Abdul Sattar 001; Jia-Huai You; Randy Goebel (Comput. Intell., 2004)

Iterated Belief Change and the Levi Identity. - Abhaya C. Nayak; Randy Goebel; Mehmet A. Orgun; Tam Pham (Belief Change in Rational Agents, 2005)

A Simulation-based Approach to Evaluating the Effectiveness of Navigation Compression Models. - Tong Zheng 006; Randy Goebel (FLAIRS, 2005)

Using Gene Clustering to Identify Discriminatory Genes with Higher Classification Accuracy. - Zhipeng Cai 001; Lizhe Xu; Yi Shi 005; Mohammad R. Salavatipour; Randy Goebel; Guohui Lin (BIBE, 2006)

A Model-Free Greedy Gene Selection for Microarray Sample Class Prediction. - Yi Shi 005; Zhipeng Cai 001; Lizhe Xu; Wei Ren; Randy Goebel; Guohui Lin (CIBCB, 2006)

Perceptually Enhanced Multimedia Processing, Visualization and Transmission. - Irene Cheng 001; Randy Goebel (ISM, 2006)

Shape Tracking and Registration for 4D Visualization of MRI and Structure. - Irene Cheng 001; Sharmin Nilufar; Anup Basu; Randy Goebel (ISVC (1), 2006)

Taking Levi Identity Seriously: A Plea for Iterated Belief Contraction. - Abhaya C. Nayak; Randy Goebel; Mehmet A. Orgun; Tam Pham (KSEM, 2006)

Frequent Subsequence-Based Protein Localization. - Osmar R. Zaïane; Yang Wang; Randy Goebel; Gregory J. Taylor (BioDM, 2006)

Integrated 4D visualization of MRI and structure. - Sharmin Nilufar; Irene Cheng 001; Anup Basu; Randy Goebel (SIGGRAPH Research Posters, 2006)

Selecting Genes with Dissimilar Discrimination Strength for Sample Class Prediction. - Zhipeng Cai 001; Randy Goebel; Mohammad R. Salavatipour; Yi Shi 005; Lizhe Xu; Guohui Lin (APBC, 2007)

Constraint-Based Mining of Web Page Associations. - Mohammad El-Hajj; Jiyang Chen; Osmar R. Zaïane; Randy Goebel (Australian Conference on Artificial Intelligence, 2007)

Elements of a Learning Interface for Genre Qualified Search. - Andrea Stubbe; Christoph Ringlstetter; Randy Goebel (Australian Conference on Artificial Intelligence, 2007)

Iterated Belief Contraction from First Principles. - Abhaya C. Nayak; Randy Goebel; Mehmet A. Orgun (IJCAI, 2007)

Visualizing Web Navigation Data with Polygon Graphs. - Jiyang Chen; Tong Zheng 006; William Thorne; Daniel Huntley; Osmar R. Zaïane; Randy Goebel (IV, 2007)

Visual Data Mining of Web Navigational Data. - Jiyang Chen; Tong Zheng 006; William Thorne; Osmar R. Zaïane; Randy Goebel (IV, 2007)

Mining Research Communities in Bibliographical Data. - Osmar R. Zaïane; Jiyang Chen; Randy Goebel (WebKDD/SNA-KDD, 2007)

Nucleotide composition string selection in HIV-1 subtyping using whole genomes. - Xiaomeng Wu; Zhipeng Cai 001; Xiu-Feng Wan; Tin Hoang; Randy Goebel; Guohui Lin (Bioinform., 2007)

Selecting dissimilar genes for multi-class classification, an application in cancer subtyping. - Zhipeng Cai 001; Randy Goebel; Mohammad R. Salavatipour; Guohui Lin (BMC Bioinform., 2007)

What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web? - Randy Goebel; Sandra Zilles; Christoph Ringlstetter; Andreas Dengel 001; Gunnar Aastrand Grimnes (AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008)

Distributional Identification of Non-Referential Pronouns. - Shane Bergsma; Dekang Lin; Randy Goebel (ACL, 2008)

Discriminative Learning of Selectional Preference from Unlabeled Text. - Shane Bergsma; Dekang Lin; Randy Goebel (EMNLP, 2008)

Self-Tutoring, Teaching and Testing: An Intelligent Process Analyzer. - Irene Cheng 001; Nathaniel Rossol; Randy Goebel (ICALT, 2008)

Folk Reducibility and AI-Complete Problems. - Randy Goebel (KI, 2008)

Targeting Chinese Nominal Compounds in Corpora. - Weiruo Qu; Christoph Ringlstetter; Randy Goebel (LREC, 2008)

An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities. - Jiyang Chen; Osmar R. Zaïane; Randy Goebel (Web Intelligence, 2008)

Identifying a few foot-and-mouth disease virus signature nucleotide strings for computational genotyping. - Guohui Lin; Zhipeng Cai 001; Junfeng Wu; Xiu-Feng Wan; Lizhe Xu; Randy Goebel (BMC Bioinform., 2008)

Local Community Identification in Social Networks. - Jiyang Chen; Osmar R. Zaïane; Randy Goebel (ASONAM, 2009)

A Visual Data Mining Approach to Find Overlapping Communities in Networks. - Jiyang Chen; Osmar R. Zaïane; Randy Goebel (ASONAM, 2009)

Detecting Communities in Large Networks by Iterative Local Expansion. - Jiyang Chen; Osmar R. Zaïane; Randy Goebel (CASoN, 2009)

Size-Constrained Tree Partitioning: A Story on Approximation Algorithm Design for the Multicast k-Tree Routing Problem. - Zhipeng Cai 001; Randy Goebel; Guohui Lin (COCOA, 2009)

Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender. - Shane Bergsma; Dekang Lin; Randy Goebel (CoNLL, 2009)

Web-Scale N-gram Models for Lexical Disambiguation. - Shane Bergsma; Dekang Lin; Randy Goebel (IJCAI, 2009)

A Continuum-Based Approach for Tightness Analysis of Chinese Semantic Units. - Ying Xu 003; Christoph Ringlstetter; Randy Goebel (PACLIC, 2009)

Detecting Communities in Social Networks Using Max-Min Modularity. - Jiyang Chen; Osmar R. Zaïane; Randy Goebel (SDM, 2009)

Most parsimonious haplotype allele sharing determination. - Zhipeng Cai 001; Hadi Sabaa; Yining Wang; Randy Goebel; Zhiquan Wang; Jiaofen Xu; Paul Stothard; Guohui Lin (BMC Bioinform., 2009)

Interactive Multimedia for Adaptive Online Education. - Irene Cheng 001; Anup Basu; Randy Goebel (IEEE Multim., 2009)

The nature of noise in linguistic corpora. - Randy Goebel; Shane Bergsma; Ying Xu 003; Christoph Ringlstetter; Mi-Young Kim (AND, 2010)

Unsupervised mapping of sentences to biomedical concepts based on integrated information retrieval model and clustering. - Mi-Young Kim; Qing Dou; Osmar R. Zaïane; Randy Goebel (BCB, 2010)

Speculative Abductive Reasoning for Hierarchical Agent Systems. - Jiefei Ma; Krysia Broda; Randy Goebel; Hiroshi Hosobe; Alessandra Russo; Ken Satoh (CLIMA, 2010)

Natural Language Watermarking Based on Syntactic Displacement and Morphological Division. - Mi-Young Kim; Osmar R. Zaïane; Randy Goebel (COMPSAC Workshops, 2010)

Meerkat: Community Mining with Dynamic Social Networks. - Jiyang Chen; Justin Fagnan; Randy Goebel; Reihaneh Rabbany; Farzad Sangi; Mansoureh Takaffoli; Eric Verbeek 002; Osmar R. Zaïane (ICDM Workshops, 2010)

Application of the Tightness Continuum Measure to Chinese Information Retrieval. - Ying Xu 003; Randy Goebel; Christoph Ringlstetter; Grzegorz Kondrak (MWE@COLING, 2010)

William J. Raynor Jr., International Dictionary of Artificial Intelligence (2nd edition), Global Professional Publishing (2009) ISBN 978-0-85297-657-9 242 pp. - Randy G. Goebel (Artif. Intell., 2010)

The expanding breadth of artificial intelligence research. - Randy Goebel; Mary-Anne Williams (Artif. Intell., 2010)

ONDOCS: Ordering Nodes to Detect Overlapping Community Structure. - Jiyang Chen; Osmar R. Zaïane; Jörg Sander 001; Randy Goebel (Data Mining for Social Network Data, 2010)

Detecting Communities in Social Networks Using Local Information. - Jiyang Chen; Osmar R. Zaïane; Randy Goebel (From Sociology to Computing in Social Networks, 2010)

What is Knowledge Visualization? Perspectives on an Emerging Discipline. - Stefan Bertschi; Sabrina Bresciani; Tom Crawford; Randy Goebel; Wolfgang Kienreich; Martin Lindner; Vedran Sabol; Andrew Vande Moere (IV, 2011)

Strong Equivalence of Logic Programs with Abstract Constraint Atoms. - Guohua Liu; Randy Goebel; Tomi Janhunen; Ilkka Niemelä; Jia-Huai You (LPNMR, 2011)

Using Visual Information to Predict Lexical Preference. - Shane Bergsma; Randy Goebel (RANLP, 2011)

The expansion continues: Stitching together the breadth of disciplines impinging on Artificial Intelligence. - Randy Goebel; Mary-Anne Williams (Artif. Intell., 2011)

Size-constrained tree partitioning: Approximating the multicast k-tree routing problem. - Zhipeng Cai 001; Randy Goebel; Guohui Lin (Theor. Comput. Sci., 2011)

An Improved Approximation Algorithm for the Bandpass Problem. - Weitian Tong; Randy Goebel; Wei Ding 006; Guohui Lin (FAW-AAIM, 2012)

Visualizing Community Centric Network Layouts. - Justin Fagnan; Osmar R. Zaïane; Randy Goebel (IV, 2012)

Summarization of Legal Texts with High Cohesion and Automatic Compression Rate. - Mi-Young Kim; Ying Xu 003; Randy Goebel (JSAI-isAI Workshops, 2012)

An improved approximation algorithm for the complementary maximal strip recovery problem. - Guohui Lin; Randy Goebel; Zhong Li; Lusheng Wang 001 (J. Comput. Syst. Sci., 2012)

Adaptive-capacity and robust natural language watermarking for agglutinative languages. - Mi-Young Kim; Randy Goebel (Secur. Commun. Networks, 2012)

Patient information extraction in noisy tele-health texts. - Mi-Young Kim; Ying Xu 003; Osmar R. Zaïane; Randy Goebel (BIBM, 2013)

Approximation Algorithms for the Maximum Multiple RNA Interaction Problem. - Weitian Tong; Randy Goebel; Tian Liu 001; Guohui Lin (COCOA, 2013)

The Role of Direct Manipulation of Visualizations in the Development and Use of Multi-level Knowledge Models. - Randy Goebel; Wei Shi; Yuzuru Tanaka (IV, 2013)

Answering Yes/No Questions in Legal Bar Exams. - Mi-Young Kim; Ying Xu 003; Randy Goebel; Ken Satoh (JSAI-isAI Workshops, 2013)

Open Information Extraction with Tree Kernels. - Ying Xu 003; Mi-Young Kim; Kevin Quinn 002; Randy Goebel; Denilson Barbosa 001 (HLT-NAACL, 2013)

An approximation algorithm for the Bandpass-2 problem. - Weitian Tong; Zhi-Zhong Chen; Lusheng Wang 001; Yinfeng Xu; Jiuping Xu; Randy Goebel; Guohui Lin (CoRR, 2013)

Whole genome Identity-by-Descent determination. - Hadi Sabaa; Zhipeng Cai 001; Yining Wang; Randy Goebel; Stephen Moore 004; Guohui Lin (J. Bioinform. Comput. Biol., 2013)

On the Smoothed Heights of Trie and Patricia Index Trees. - Weitian Tong; Randy Goebel; Guohui Lin (COCOON, 2014)

Model Selection for Semi-Supervised Clustering. - Mojgan Pourrajabi; Davoud Moulavi; Ricardo J. G. B. Campello; Arthur Zimek; Jörg Sander 001; Randy Goebel (EDBT, 2014)

A Sketch of a Theory of Visualization. - Randy Goebel (IVAPP, 2014)

The Challenge of Semantic Symmetry in Visualization. - Randy Goebel; Wei Shi; Yuzuru Tanaka (IV, 2014)

Towards the Identification of Consumer Trajectories in Geo-Located Search Data. - Xingkai Li; Randy Goebel; Jonas Sjöbergh (IV, 2014)

Legal Question Answering Using Ranking SVM and Syntactic/Semantic Similarity. - Mi-Young Kim; Ying Xu 003; Randy Goebel (JSAI-isAI Workshops, 2014)

A New Database Visualization Framework for the Automatic Construction of Non-standard Charts: Re-creating the Chart of Napoleon's Russian Campaign of 1812. - Wei Shi; Randy Goebel; Yuzuru Tanaka (Cartogr. Int. J. Geogr. Inf. Geovisualization, 2014)

Towards Explanation Production Combining Natural Language Processing and Logical Reasoning (NII Shonan Meeting 2014-15). - Randy Goebel; Yuji Matsumoto 001; Ken Satoh (NII Shonan Meet. Rep., 2014)

On the approximability of the exemplar adjacency number problem for genomes with gene repetitions. - Zhixiang Chen 001; Bin Fu; Randy Goebel; Guohui Lin; Weitian Tong; Jinhui Xu 001; Boting Yang; Zhiyu Zhao; Binhai Zhu (Theor. Comput. Sci., 2014)

Approximating the minimum independent dominating set in perturbed graphs. - Weitian Tong; Randy Goebel; Guohui Lin (Theor. Comput. Sci., 2014)

Approximating the maximum multiple RNA interaction problem. - Weitian Tong; Randy Goebel; Tian Liu 001; Guohui Lin (Theor. Comput. Sci., 2014)

A Lexicalized Tree Kernel for Open Information Extraction. - Ying Xu 003; Christoph Ringlstetter; Mi-Young Kim; Grzegorz Kondrak; Randy Goebel; Yusuke Miyao (ACL (2), 2015)

Towards Integrative Machine Learning and Knowledge Extraction. - Andreas Holzinger; Randy Goebel; Vasile Palade; Massimo Ferri (BIRS-IMLKE, 2015)

A Visualization-Analytics-Interaction Workflow Framework for Exploratory and Explanatory Search on Geo-located Search Data Using the Meme Media Digital Dashboard. - Jonas Sjöbergh; Xingkai Li; Randy Goebel; Yuzuru Tanaka (IV, 2015)

Applying a Convolutional Neural Network to Legal Question Answering. - Mi-Young Kim; Ying Xu 003; Randy Goebel (JSAI-isAI Workshops, 2015)

A 0.5358-approximation for Bandpass-2. - Liqin Huang; Weitian Tong; Randy Goebel; Tian Liu 001; Guohui Lin (J. Comb. Optim., 2015)

Recognition of Patient-Related Named Entities in Noisy Tele-Health Texts. - Mi-Young Kim; Ying Xu 003; Osmar R. Zaïane; Randy Goebel (ACM Trans. Intell. Syst. Technol., 2015)

Medicine and Health Care as a Data Problem: Will Computers Become Better Medical Doctors? - Michael Duerr-Specht; Randy Goebel; Andreas Holzinger (Smart Health, 2015)

A PTAS for the Multiple Parallel Identical Multi-stage Flow-Shops to Minimize the Makespan. - Weitian Tong; Eiji Miyano; Randy Goebel; Guohui Lin (FAW, 2016)

Why Visualization is an AI-complete Problem (and Why That Matters). - Randy Goebel (IV, 2016)

Question Answering of Bar Exams by Paraphrasing and Legal Text Analysis. - Mi-Young Kim; Ying Xu 003; Yao Lu; Randy Goebel (JSAI-isAI Workshops, 2016)

Submodular and supermodular multi-labeling, and vertex happiness. - Yao Xu; Randy Goebel; Guohui Lin (CoRR, 2016)

Machine scheduling with a maintenance interval and job delivery coordination. - Jueliang Hu; Taibo Luo; Xiaotong Su; Jianming Dong; Weitian Tong; Randy Goebel; Yinfeng Xu; Guohui Lin (Optim. Lett., 2016)

Smoothed heights of tries and patricia tries. - Weitian Tong; Randy Goebel; Guohui Lin (Theor. Comput. Sci., 2016)

Overview of COLIEE 2017. - Yoshinobu Kano; Mi-Young Kim; Randy Goebel; Ken Satoh (COLIEE@ICAIL, 2017)

Two-step cascaded textual entailment for legal bar exam question answering. - Mi-Young Kim; Randy Goebel (ICAIL, 2017)

Facial expression recognition using SVM classification on mic-macro patterns. - Housam Khalifa Bashier Babiker; Randy Goebel; Irene Cheng 001 (ICIP, 2017)

Textual Entailment in Legal Bar Exam Question Answering Using Deep Siamese Networks. - Mi-Young Kim; Yao Lu; Randy Goebel (JSAI-isAI Workshops, 2017)

On rescheduling due to machine disruption while to minimize the total weighted completion time. - Wenchang Luo; Taibo Luo; Randy Goebel; Guohui Lin (CoRR, 2017)

Using KL-divergence to focus Deep Visual Explanation. - Housam Khalifa Bashier Babiker; Randy Goebel (CoRR, 2017)

An Introduction to Deep Visual Explanation. - Housam Khalifa Bashier Babiker; Randy Goebel (CoRR, 2017)

Approximation Algorithms and a Hardness Result for the Three-Machine Proportionate Mixed Shop. - Longcheng Liu; Guanqun Ni; Yong Chen 002; Randy Goebel; Yue Luo; An Zhang 001; Guohui Lin (AAIM, 2018)

Explainable AI: The New 42? - Randy Goebel; Ajay Chander; Katharina Holzinger; Freddy Lécué; Zeynep Akata; Simone Stumpf; Peter Kieseberg; Andreas Holzinger (CD-MAKE, 2018)

Open-Shop Scheduling for Unit Jobs Under Precedence Constraints. - An Zhang 001; Yong Chen 002; Randy Goebel; Guohui Lin (COCOA, 2018)

Approximation Algorithms for Two-Machine Flow-Shop Scheduling with a Conflict Graph. - Yinhui Cai; Guangting Chen; Yong Chen 002; Randy Goebel; Guohui Lin; Longcheng Liu; An Zhang 001 (COCOON, 2018)

COLIEE-2018: Evaluation of the Competition on Legal Information Extraction and Entailment. - Yoshinobu Kano; Mi-Young Kim; Masaharu Yoshioka; Yao Lu; Juliano Rabelo 001; Naoki Kiyota; Randy Goebel; Ken Satoh (JSAI-isAI Workshops, 2018)

Algorithms for Communication Scheduling in Data Gathering Network with Data Compression. - Wenchang Luo; Yao Xu; Boyuan Gu; Weitian Tong; Randy Goebel; Guohui Lin (Algorithmica, 2018)

Approximation algorithms for the three-machine proportionate mixed shop scheduling. - Longcheng Liu; Yong Chen 002; Jianming Dong; Randy Goebel; Guohui Lin; Yue Luo; Guanqun Ni; Bing Su 002; An Zhang 001 (CoRR, 2018)

On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering. - Mohomed Shazan Mohomed Jabbar; Luke N. Kumar; Hamman Samuel; Mi-Young Kim; Sankalp Prabhakar; Randy Goebel; Osmar R. Zaïane (CoRR, 2018)

Rescheduling due to machine disruption to minimize the total weighted completion time. - Wenchang Luo; Taibo Luo; Randy Goebel; Guohui Lin (J. Sched., 2018)

An approximation scheme for minimizing the makespan of the parallel identical multi-stage flow-shops. - Weitian Tong; Eiji Miyano; Randy Goebel; Guohui Lin (Theor. Comput. Sci., 2018)

A Multi-Task Learning Framework for Abstractive Text Summarization. - Yao Lu; Linqing Liu; Zhile Jiang; Min Yang 007; Randy Goebel (AAAI, 2019)

Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. - Nawshad Farruque; Chenyang Huang 001; Osmar Zaïane; Randy Goebel (CICLing (2), 2019)

Statute Law Information Retrieval and Entailment. - Mi-Young Kim; Juliano Rabelo 001; Randy Goebel (ICAIL, 2019)

Combining Similarity and Transformer Methods for Case Law Entailment. - Juliano Rabelo 001; Mi-Young Kim; Randy Goebel (ICAIL, 2019)

A 21/16-Approximation for the Minimum 3-Path Partition Problem. - Yong Chen 002; Randy Goebel; Bing Su 002; Weitian Tong; Yao Xu; An Zhang 001 (ISAAC, 2019)

A Summary of the COLIEE 2019 Competition. - Juliano Rabelo 001; Mi-Young Kim; Randy Goebel; Masaharu Yoshioka; Yoshinobu Kano; Ken Satoh (JSAI-isAI Workshops, 2019)

Augmenting Semantic Representation of Depressive Language: From Forums to Microblogs. - Nawshad Farruque; Osmar R. Zaïane; Randy Goebel (ECML/PKDD (3), 2019)

An improved approximation algorithm for the minimum 3-path partition problem. - Yong Chen 002; Randy Goebel; Guohui Lin; Bing Su 002; Yao Xu; An Zhang 001 (J. Comb. Optim., 2019)

From Fifth Generation Computing to Skill Science - A Biographical Essay of Koichi Furukawa. - Tomonobu Ozaki; Randy Goebel; Katsumi Inoue (New Gener. Comput., 2019)

Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. - Luca Longo; Randy Goebel; Freddy Lécué; Peter Kieseberg; Andreas Holzinger (CD-MAKE, 2020)

RANCC: Rationalizing Neural Networks via Concept Clustering. - Housam Khalifa Bashier Babiker; Mi-Young Kim; Randy Goebel (COLING, 2020)

xxAI - Beyond Explainable Artificial Intelligence. - Andreas Holzinger; Randy Goebel; Ruth Fong; Taesup Moon; Klaus-Robert Müller; Wojciech Samek (xxAI@ICML, 2020)

The Application of Text Entailment Techniques in COLIEE 2020. - Juliano Rabelo 001; Mi-Young Kim; Randy Goebel (JSAI-isAI Workshops, 2020)

COLIEE 2020: Methods for Legal Document Retrieval and Entailment. - Juliano Rabelo 001; Mi-Young Kim; Randy Goebel; Masaharu Yoshioka; Yoshinobu Kano; Ken Satoh (JSAI-isAI Workshops, 2020)

A multi-component framework for the analysis and design of explainable artificial intelligence. - Shahin Atakishiyev; Housam Khalifa Bashier Babiker; Nawshad Farruque; Randy Goebel; M.-Y. Kima; Mohammad H. Motallebi; Juliano Rabelo 001; Talat Iqba Syed; Osmar R. Zaïane (CoRR, 2020)

Open-shop scheduling for unit jobs under precedence constraints. - Yong Chen 002; Randy Goebel; Guohui Lin; Bing Su 002; An Zhang 001 (Theor. Comput. Sci., 2020)

Approximation algorithms for the three-machine proportionate mixed shop scheduling. - Longcheng Liu; Yong Chen 002; Jianming Dong; Randy Goebel; Guohui Lin; Yue Luo; Guanqun Ni; Bing Su 002; Yao Xu; An Zhang 001 (Theor. Comput. Sci., 2020)

DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector. - Housam Khalifa Bashier Babiker; Mi-Young Kim; Randy Goebel (EACL, 2021)

DeepDup: Duplicate Question Detection in Community Question Answering. - Mohomed Shazan Mohomed Jabbar; Luke N. Kumar; Hamman Waqar Samuel; Mi-Young Kim; Sankalp Prabhakar; Randy Goebel; Osmar Zaïane (ICDLT, 2021)

Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. - Nawshad Farruque; Randy Goebel; Osmar R. Zaïane; Sudhakar Sivapalan (ICMLA, 2021)

Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome. - Amir Rasouli; Soheil Alizadeh; Iuliia Kotseruba; Yi Ma; Hebin Liang; Yuan Tian; Zhiyu Huang; Haochen Liu; Jingda Wu; Randy Goebel; Tianpei Yang; Matthew E. Taylor; et al. (NeurIPS (Competition and Demos), 2021)

Minimizing total job completion time in MapReduce scheduling. - Jianming Dong; Randy Goebel; Jueliang Hu; Guohui Lin; Bing Su 002 (Comput. Ind. Eng., 2021)

Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments. - Nawshad Farruque; Chenyang Huang 001; Osmar R. Zaïane; Randy Goebel (CoRR, 2021)

STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text. - Nawshad Farruque; Randy Goebel; Osmar Zaïane; Sudhakar Sivapalan (CoRR, 2021)

A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language. - Nawshad Farruque; Randy Goebel; Osmar Zaïane (CoRR, 2021)

Towards safe, explainable, and regulated autonomous driving. - Shahin Atakishiyev; Mohammad Salameh; Hengshuai Yao; Randy Goebel (CoRR, 2021)

A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence. - Mi-Young Kim; Shahin Atakishiyev; Housam Khalifa Bashier Babiker; Nawshad Farruque; Randy Goebel; Osmar R. Zaïane; Mohammad H. Motallebi; Juliano Rabelo 001; Talat Iqba Syed; Hengshuai Yao; Peter Chun (Mach. Learn. Knowl. Extr., 2021)

Interactive Rationale Extraction for Text Classification. - Jiayi Dai; Mi-Young Kim; Randy Goebel (ALTA, 2022)

Locally Distributed Activation Vectors for Guided Feature Attribution. - Housam Khalifa Bashier Babiker; Mi-Young Kim; Randy Goebel (COLING, 2022)

COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment. - Mi-Young Kim; Juliano Rabelo 001; Randy Goebel; Masaharu Yoshioka; Yoshinobu Kano; Ken Satoh (JSAI-isAI Workshops, 2022)

Semantic-Based Classification of Relevant Case Law. - Juliano Rabelo 001; Mi-Young Kim; Randy Goebel (JSAI-isAI Workshops, 2022)

DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers. - Nawshad Farruque; Osmar Zaïane; Randy Goebel; Sudhakar Sivapalan (LT-EDI, 2022)

Neural Networks with Feature Attribution and Contrastive Explanations. - Housam Khalifa Bashier Babiker; Mi-Young Kim; Randy Goebel (ECML/PKDD (1), 2022)

Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach. - Nawshad Farruque; Randy Goebel; Sudhakar Sivapalan; Osmar Zaïane (CoRR, 2022)

NeurIPS 2022 Competition: Driving SMARTS. - Amir Rasouli; Randy Goebel; Matthew E. Taylor; Iuliia Kotseruba; Soheil Alizadeh; Tianpei Yang; Montgomery Alban; Florian Shkurti; Yuzheng Zhuang; Adam Scibior; Kasra Rezaee; Animesh Garg; et al. (CoRR, 2022)

Path cover with minimum nontrivial paths and its application in two-machine flow-shop scheduling with a conflict graph. - Yong Chen 002; Yinhui Cai; Longcheng Liu; Guangting Chen; Randy Goebel; Guohui Lin; Bing Su 002; An Zhang 001 (J. Comb. Optim., 2022)

A local search 4/3-approximation algorithm for the minimum 3-path partition problem. - Yong Chen 002; Randy Goebel; Guohui Lin; Longcheng Liu; Bing Su 002; Weitian Tong; Yao Xu; An Zhang 001 (J. Comb. Optim., 2022)

Improved approximation algorithms for non-preemptive multiprocessor scheduling with testing. - Mingyang Gong; Randy Goebel; Guohui Lin; Eiji Miyano (J. Comb. Optim., 2022)

Preface of Special Issue on 8th Competition on Legal Information of Extraction and Entailment (COLIEE 2021). - Randy Goebel; Yoshinobu Kano; Mi-Young Kim; Juliano Rabelo 001; Ken Satoh; Masaharu Yoshioka (Rev. Socionetwork Strateg., 2022)

Legal Information Retrieval and Entailment Based on BM25, Transformer and Semantic Thesaurus Methods. - Mi-Young Kim; Juliano Rabelo 001; Kingsley Okeke; Randy Goebel (Rev. Socionetwork Strateg., 2022)

Overview and Discussion of the Competition on Legal Information Extraction/Entailment (COLIEE) 2021. - Juliano Rabelo 001; Randy Goebel; Mi-Young Kim; Yoshinobu Kano; Masaharu Yoshioka; Ken Satoh (Rev. Socionetwork Strateg., 2022)

The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure. - Xing Chen; Dongcui Diao; Hechang Chen; Hengshuai Yao; Haiyin Piao; Zhixiao Sun; Zhiwei Yang 005; Randy Goebel; Bei Jiang; Yi Chang 001 (AAAI, 2023)

From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP. - Housam Khalifa Bashier Babiker; Mi-Young Kim; Randy Goebel (ECAI, 2023)

Summary of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. - Randy Goebel; Yoshinobu Kano; Mi-Young Kim; Juliano Rabelo 001; Ken Satoh; Masaharu Yoshioka (ICAIL, 2023)

How well do SOTA legal reasoning models support abductive reasoning? - Ha-Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (ICLP Workshops, 2023)

Explaining Autonomous Driving Actions with Visual Question Answering. - Shahin Atakishiyev; Mohammad Salameh; Housam Khalifa Bashier Babiker; Randy Goebel (ITSC, 2023)

LawGiBa - Combining GPT, Knowledge Bases, and Logic Programming in a Legal Assistance System. - Ha Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (JURIX, 2023)

A negation detection assessment of GPTs: analysis with the xNot360 dataset. - Ha-Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (CoRR, 2023)

Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task. - Ha-Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (CoRR, 2023)

Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models. - Teruaki Hayashi; Hiroki Sakaji; Jiayi Dai; Randy Goebel (IEEE Big Data, 2024)

Juris-Informatics: Law for AI and Law of AI. - Ken Satoh; Hideaki Takeda 001; Randy Goebel; Yoshinobu Kano; Mi-Young Kim; Juliano Rabelo 001; Masaharu Yoshioka (IEEE Big Data, 2024)

Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles. - Shahin Atakishiyev; Mohammad Salameh; Randy Goebel (IV, 2024)

Overview of Benchmark Datasets and Methods for the Legal Information Extraction/Entailment Competition (COLIEE) 2024. - Randy Goebel; Yoshinobu Kano; Mi-Young Kim; Juliano Rabelo 001; Ken Satoh; Masaharu Yoshioka (JSAI-isAI, 2024)

Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions. - Shahin Atakishiyev; Mohammad Salameh; Hengshuai Yao; Randy Goebel (IEEE Access, 2024)

Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving. - Shahin Atakishiyev; Mohammad Salameh; Randy Goebel (CoRR, 2024)

Proceedings of the First International Workshop on Next-Generation Language Models for Knowledge Representation and Reasoning (NeLaMKRR 2024). - Ken Satoh; Ha-Thanh Nguyen; Francesca Toni; Randy Goebel; Kostas Stathis (CoRR, 2024)

Deep temporal modelling of clinical depression through social media text. - Nawshad Farruque; Randy Goebel; Sudhakar Sivapalan; Osmar Zaïane (Nat. Lang. Process. J., 2024)

Preface of Special Issue on 10th Competition on Legal Information of Extraction and Entailment (COLIEE 2023). - Randy Goebel; Yoshinobu Kano; Mi-Young Kim; Juliano Rabelo 001; Ken Satoh; Masaharu Yoshioka (Rev. Socionetwork Strateg., 2024)

Overview and Discussion of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. - Randy Goebel; Yoshinobu Kano; Mi-Young Kim; Juliano Rabelo 001; Ken Satoh; Masaharu Yoshioka (Rev. Socionetwork Strateg., 2024)

Legal Information Retrieval and Entailment Using Transformer-based Approaches. - Mi-Young Kim; Juliano Rabelo 001; Housam Khalifa Bashier Babiker; Md. Abed Rahman; Randy Goebel (Rev. Socionetwork Strateg., 2024)

Depression symptoms modelling from social media text: an LLM driven semi-supervised learning approach. - Nawshad Farruque; Randy Goebel; Sudhakar Sivapalan; Osmar R. Zaïane (Lang. Resour. Evaluation, 2024)

Getting SMARTER for Motion Planning in Autonomous Driving Systems. - Montgomery Alban; Ehsan Ahmadi; Randy Goebel; Amir Rasouli (CoRR, 2025)